{"id":"W1973304677","doi":"10.1080/09540121.2014.936811","title":"HIV testing during the Canadian immigration medical examination: a national survey of designated medical practitioners","year":2014,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Regent Park Community Health Centre; AIDS Committee of Toronto; Ministry of Health and Long Term Care; Ontario HIV Treatment Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Denial; Immigration; Family medicine; Medicine; Public health; Continuing medical education; Nursing; Continuing education; Psychology; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002346003,0.00007940888,0.0001372454,0.0002270189,0.0002633835,0.00002334196,0.0001508548,0.000136387,0.001392674],"category_scores_gemma":[0.02624351,0.00005877664,0.00005734519,0.0005510003,0.0001542245,0.000105496,0.00002733096,0.0003330703,0.00003928458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776836,"about_ca_system_score_gemma":0.00191037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06679851,"about_ca_topic_score_gemma":0.3451983,"domain_scores_codex":[0.9972369,0.0005169691,0.0002921437,0.0001546072,0.001589451,0.000209947],"domain_scores_gemma":[0.996903,0.0007185015,0.00007371749,0.0001431817,0.001751446,0.0004101432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001410749,0.0003356603,0.6677697,0.0007515441,0.0003992862,0.0001360198,0.003504647,0.0000329272,0.002012119,0.005474516,0.04694542,0.2724971],"study_design_scores_gemma":[0.001166783,0.0007497983,0.9709922,0.0005428635,0.00002565028,0.0001157679,0.0008415122,0.02311981,0.0007507446,0.00003643558,0.001548313,0.0001100962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913723,0.0003370587,0.005695263,0.008653521,0.0001377555,0.0007602818,0.0002014745,0.00009371459,0.07039792],"genre_scores_gemma":[0.9974804,0.000006610011,0.0004086317,0.0001716113,0.0001316912,0.00003361297,0.0005978294,0.00001116335,0.001158443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3032225,"threshold_uncertainty_score":0.9995202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130931920908265,"score_gpt":0.3357761100524126,"score_spread":0.2944667908433299,"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."}}