{"id":"W7033614707","doi":"","title":"Predictors of antibiotic prescribing among primary care physicians","year":2004,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Psychological intervention; Antibiotics; Medical prescription; Health care; Identification (biology); Primary health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006515131,0.0001807618,0.0003228548,0.001032184,0.0005261091,0.001059056,0.0003810902,0.0009922113,0.02394377],"category_scores_gemma":[0.01434275,0.0003200202,0.0003917565,0.001809604,0.0002455366,0.0005052077,0.0004883962,0.001214862,0.002654747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005274945,"about_ca_system_score_gemma":0.001219188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03208527,"about_ca_topic_score_gemma":0.03033689,"domain_scores_codex":[0.9993275,0.0001850241,0.00008165455,0.00009253309,0.0001963313,0.0001170491],"domain_scores_gemma":[0.9868241,0.006555372,0.003429779,0.0004102769,0.0008800348,0.00190046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003513254,0.00004626112,0.9963096,0.0000144314,0.00001624759,0.00004290802,0.00003844897,0.00004428827,0.00002920929,0.00002736164,0.001345336,0.002050689],"study_design_scores_gemma":[0.000007596841,0.00003294361,0.9987828,0.00003440644,0.00001359672,0.0001134235,0.0001467799,0.0003084969,0.00001700655,0.00003645753,0.0005040079,0.000002392879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799842,0.002273209,0.0001422874,0.004148155,0.0001102774,0.00002757426,0.003617431,0.0000471949,0.009649657],"genre_scores_gemma":[0.9956201,0.0008782658,0.0001553616,0.000261283,0.0001095129,0.00001663055,0.0008024295,0.00001195188,0.002144484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03208527,"threshold_uncertainty_score":0.08009994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358845400857234,"score_gpt":0.2308197330149921,"score_spread":0.2072312790064197,"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."}}