{"id":"W2048602488","doi":"10.1186/1472-6920-7-36","title":"Family physicians' perceptions of academic detailing: a quantitative and qualitative study","year":2007,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Dalhousie University","funders":"","keywords":"Academic detailing; Medical education; Academic medicine; Affect (linguistics); Perception; Qualitative property; Medicine; Continuing medical education; Psychology; Family medicine; Continuing education; Primary care; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008893399,0.0001042844,0.0002545847,0.0001638176,0.000373388,0.000003858322,0.000140319,0.0002106524,0.0004082254],"category_scores_gemma":[0.00767607,0.00008737411,0.00003274964,0.0003685139,0.0001707379,0.000500044,0.00004919494,0.0007868367,0.00008331722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066043,"about_ca_system_score_gemma":0.003123083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004085681,"about_ca_topic_score_gemma":0.0004164366,"domain_scores_codex":[0.995976,0.00138285,0.001631951,0.0002049523,0.0005210893,0.0002831977],"domain_scores_gemma":[0.9952416,0.003151092,0.0005956223,0.0001963148,0.0005211831,0.0002942177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001244152,0.0006107856,0.3418272,0.0006384893,0.000009556962,6.463562e-8,0.6226348,2.726704e-7,0.00004943992,0.007347284,0.001448687,0.02530904],"study_design_scores_gemma":[0.0003678204,0.00008927925,0.444915,0.0002436106,0.000009400844,1.655197e-7,0.5526825,0.0003427922,0.000002472256,0.0006515399,0.0006395752,0.00005585788],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664958,0.0001764989,0.02867818,0.0004087392,0.0005909387,0.001030597,0.0000082278,0.00003621221,0.00257477],"genre_scores_gemma":[0.9905246,0.00005285942,0.005528296,0.003287494,0.0001793588,0.000119637,0.00003717313,0.000007744559,0.0002628504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030878,"threshold_uncertainty_score":0.9189528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283545813240514,"score_gpt":0.5953427287006832,"score_spread":0.4669881473766317,"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."}}