{"id":"W4241666633","doi":"10.2196/jrp.v7i2.9090","title":"Testing Behavior Change Techniques to Encourage Primary Care Physicians to Access Cancer Screening Audit and Feedback Reports: Protocol for a Factorial Randomized Experiment of Email Content","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Institute for Clinical Evaluative Sciences; University of Ottawa; Women's College Hospital; Cancer Care Ontario; University of Toronto; Ottawa Hospital; Centre hospitalier universitaire de Québec; Université Laval","funders":"","keywords":"Protocol (science); Audit; Primary care; Randomized controlled trial; Psychology; Factorial experiment; Medicine; Family medicine; Nursing; Statistics; Accounting; Alternative medicine; Business; Mathematics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02719714,0.004184854,0.004046557,0.0015104,0.003895917,0.002180639,0.002726259,0.005709698,0.04744767],"category_scores_gemma":[0.03319645,0.002838386,0.00197734,0.001571036,0.002565785,0.001416213,0.002104812,0.006636415,0.00785852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00314723,"about_ca_system_score_gemma":0.009683765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878326,"about_ca_topic_score_gemma":0.002670687,"domain_scores_codex":[0.9822037,0.00932709,0.002174224,0.001987389,0.002170906,0.002136739],"domain_scores_gemma":[0.9707271,0.01339042,0.003128008,0.004978324,0.005546483,0.002229663],"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":[0.3875971,0.3717702,0.003338916,0.01061394,0.0007800935,0.0004998082,0.005786106,0.008676959,0.02042587,0.009121967,0.03056737,0.1508216],"study_design_scores_gemma":[0.5038292,0.3195041,0.01622454,0.001835691,0.0009386797,0.0001196641,0.001127069,0.009875348,0.01628909,0.01030018,0.1194022,0.0005542564],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01693597,0.00007071065,0.004823865,0.0001713413,0.0002581786,0.9752593,0.0007445362,0.0003101561,0.001425973],"genre_scores_gemma":[0.003880406,0.00003888369,0.005363657,0.00007234044,0.00002491621,0.989993,0.00006644615,0.00001170818,0.0005487009],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04744767,"threshold_uncertainty_score":0.1587282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3445951461776718,"score_gpt":0.5498493061484596,"score_spread":0.2052541599707878,"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."}}