{"id":"W1984234647","doi":"10.1186/1748-5908-2-38","title":"Looking inside the black box: a theory-based process evaluation alongside a randomised controlled trial of printed educational materials (the Ontario printed educational message, OPEM) to improve referral and prescribing practices in primary care in Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Ottawa; Institute of Population and Public Health; University of Toronto; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Theory of planned behavior; Medicine; Psychological intervention; Protocol (science); Social cognitive theory; Randomized controlled trial; Clinical trial; Theory of change; Intervention (counseling); Health services research; Referral; Applied psychology; Medical education; Alternative medicine; Family medicine; Psychology; Social psychology; Nursing; Public health; Control (management); Computer science; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1177799,0.002667225,0.003413055,0.001510155,0.004042418,0.002502431,0.003624744,0.00372153,0.004775367],"category_scores_gemma":[0.132922,0.001410981,0.004216785,0.002302015,0.005826373,0.003325992,0.002974465,0.003751359,0.000404832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0446889,"about_ca_system_score_gemma":0.09203445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2016127,"about_ca_topic_score_gemma":0.2108806,"domain_scores_codex":[0.8631826,0.1096276,0.006622423,0.004330797,0.01014029,0.006096285],"domain_scores_gemma":[0.8891,0.06709249,0.01595982,0.00634799,0.01387464,0.007625063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5120382,0.1362347,0.01070791,0.01855417,0.00438468,0.0004224661,0.02369734,0.0121025,0.002139574,0.005039706,0.005411662,0.2692672],"study_design_scores_gemma":[0.6315753,0.3158654,0.02176257,0.003501868,0.00350118,0.00003736129,0.003579272,0.009078222,0.001476898,0.003572748,0.00578292,0.0002662998],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7002845,0.001688007,0.008190458,0.003362768,0.0007927823,0.2798705,0.0008730832,0.0002181289,0.004719609],"genre_scores_gemma":[0.7507046,0.0009898198,0.03956858,0.001808208,0.0003233169,0.2047961,0.000361574,0.000024935,0.00142281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7983873,"threshold_uncertainty_score":0.622887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2758757976255535,"score_gpt":0.5891868528130413,"score_spread":0.3133110551874878,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}