{"id":"W2342926115","doi":"10.1186/1748-5908-9-86","title":"Looking inside the black box: results of a theory-based process evaluation exploring the results of a randomized controlled trial of printed educational messages to increase primary care physicians’ diabetic retinopathy referrals [Trial registration number ISRCTN72772651]","year":2014,"lang":"en","type":"article","venue":"Implementation Science","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Diabetes Canada; University of Ottawa; Université Laval; Canadian Institutes of Health Research; Ottawa Hospital","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Referral; Theory of planned behavior; Family medicine; Intervention (counseling); Cluster randomised controlled trial; Physical therapy; Nursing; Control (management); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009869035,0.0001667154,0.0007221114,0.0001628765,0.0001681077,0.00004140806,0.0002436545,0.00002416272,0.00002162969],"category_scores_gemma":[0.0113416,0.00009486039,0.0002372075,0.0006881302,0.0005646495,0.0002347242,0.00003653139,0.0000723991,0.00000161485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460984,"about_ca_system_score_gemma":0.00131627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002400436,"about_ca_topic_score_gemma":0.00002984842,"domain_scores_codex":[0.9946744,0.001378656,0.001544236,0.0003801859,0.001819172,0.00020333],"domain_scores_gemma":[0.9932309,0.002574295,0.001777821,0.0005127059,0.001827801,0.00007642173],"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":[0.9830335,0.0003274792,0.0004044085,0.0001163787,0.00008594844,1.982724e-7,0.006054042,0.0002617877,0.004112722,0.0008175616,0.00002402322,0.004761935],"study_design_scores_gemma":[0.9473693,0.0009495814,0.0179525,0.0004124431,0.000888877,5.339016e-7,0.004383682,0.0007548649,0.02606497,0.001122111,0.000006277498,0.00009479988],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849213,0.00001855265,0.0002254624,0.001298608,0.0001974838,0.01084701,0.00007186866,0.000009224404,0.002410532],"genre_scores_gemma":[0.9974678,0.000006853912,0.0002468225,0.0001545483,0.0001253314,0.001757625,0.0001985241,0.00001004673,0.00003247029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03566415,"threshold_uncertainty_score":0.9969863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05741852130969305,"score_gpt":0.4187619928311587,"score_spread":0.3613434715214657,"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."}}