{"id":"W4237709630","doi":"10.1007/bf03405289","title":"Patterns of HIV Testing Among Ontario Physicians","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; Toronto Public Health","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Ontario HIV Treatment Network; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Specialty; Family medicine; Logistic regression; Obstetrics and gynaecology; Test (biology); Multivariate analysis; Public health; Graduation (instrument); Demography; Pregnancy; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007922454,0.0002100703,0.0002980605,0.002481741,0.002786442,0.00186546,0.001449909,0.0008375659,0.005444927],"category_scores_gemma":[0.006607448,0.0006441127,0.0005140924,0.005388798,0.000977045,0.0007590631,0.001191529,0.0007426611,0.0003738979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02603685,"about_ca_system_score_gemma":0.02673647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9674754,"about_ca_topic_score_gemma":0.9873887,"domain_scores_codex":[0.9978479,0.0002021541,0.0002039079,0.0002142745,0.0007712546,0.000760504],"domain_scores_gemma":[0.9897328,0.001169868,0.00328388,0.0002448878,0.002624893,0.002943572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007207093,0.00003232107,0.9942907,0.00002026265,0.00002074291,0.00009234167,0.002225107,0.00004955687,0.0001544828,0.0001084858,0.0008984097,0.002035537],"study_design_scores_gemma":[0.00000449824,0.00001580538,0.9967993,0.00002143235,0.000007038253,0.00004984373,0.002378843,0.00009753868,0.00003178135,0.00001580957,0.0005708866,0.000007157296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904209,0.0005273778,0.00003979201,0.001135811,0.000009325635,0.00003776209,0.002182161,0.00001107865,0.00563586],"genre_scores_gemma":[0.9976909,0.0003514466,0.00007337396,0.000187637,0.000007450814,0.00001259955,0.0004501096,0.000005568616,0.001220991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03252459,"threshold_uncertainty_score":0.1889114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0675737240482729,"score_gpt":0.3320177949320045,"score_spread":0.2644440708837316,"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."}}