{"id":"W4210636818","doi":"10.2196/preprints.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 (Preprint)","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"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":"Snowball sampling; Audit; Test (biology); Protocol (science); Incentive; Usability; Psychology; Computer science; Medicine; Family medicine; Internet privacy; Medical education; Alternative medicine; Business","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":[0.03997718,0.004242842,0.004230069,0.001590946,0.004214263,0.002624349,0.002814889,0.005717064,0.07664105],"category_scores_gemma":[0.04086947,0.003753571,0.002669611,0.001689135,0.002544944,0.001896386,0.002161748,0.007224134,0.01489926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00397826,"about_ca_system_score_gemma":0.01523293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543984,"about_ca_topic_score_gemma":0.003787981,"domain_scores_codex":[0.9768454,0.01373443,0.002365095,0.002076719,0.002702165,0.002276133],"domain_scores_gemma":[0.9680742,0.01378885,0.003526511,0.005036822,0.006980055,0.002593536],"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":[0.3298668,0.2124342,0.003179964,0.02392015,0.0009811062,0.0008755114,0.007525015,0.01306062,0.02012466,0.0187169,0.1025904,0.2667247],"study_design_scores_gemma":[0.4664048,0.1907243,0.01176083,0.005452605,0.0006872264,0.0001875673,0.001634242,0.009868211,0.01457978,0.01250368,0.2855039,0.000692905],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002911878,0.00004628688,0.003640372,0.0001288345,0.0001722409,0.991639,0.0005234869,0.0001654588,0.0007724433],"genre_scores_gemma":[0.0009589226,0.00002965787,0.004360271,0.00007725523,0.00001625691,0.9941798,0.00004627352,0.000006712277,0.0003249246],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07664105,"threshold_uncertainty_score":0.2563899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.739308430039629,"score_gpt":0.6701200054357073,"score_spread":0.06918842460392172,"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."}}