{"id":"W1966803065","doi":"10.1503/cmaj.060752","title":"Physician experience, public health and the management of tuberculosis","year":2006,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Tuberculosis; Proxy (statistics); Public health; Medicine; Family medicine; Active tuberculosis; Pathology; Mycobacterium tuberculosis; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002062534,0.0002849528,0.0005329435,0.0005055541,0.002940669,0.002713796,0.001113195,0.01690406,0.005943807],"category_scores_gemma":[0.01559104,0.0003188228,0.0002837713,0.0008487016,0.002372561,0.002597718,0.000810094,0.01184028,0.001207993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004148138,"about_ca_system_score_gemma":0.003927111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03188637,"about_ca_topic_score_gemma":0.1114111,"domain_scores_codex":[0.9970012,0.001208646,0.0002459805,0.0002505399,0.0009636306,0.0003298484],"domain_scores_gemma":[0.9887556,0.007065023,0.001369244,0.0002277676,0.00104876,0.001533422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001572062,0.0001646101,0.02483093,0.0002968367,0.00003495305,0.00560202,0.001414235,0.0001262348,0.0002629125,0.005286484,0.9234973,0.03832626],"study_design_scores_gemma":[0.0002604759,0.000352927,0.0823651,0.001342657,0.00009652077,0.0116251,0.008923228,0.0007541592,0.0003114398,0.01200406,0.8818341,0.0001301927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002662094,0.004264516,0.00002178264,0.9842041,0.005982519,0.000001922006,0.00002635807,0.000003516015,0.002833163],"genre_scores_gemma":[0.08617052,0.01431544,0.0001883874,0.7468123,0.1475381,0.00001470622,0.00006500079,0.00001522456,0.004880202],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03188637,"threshold_uncertainty_score":0.06340152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613815744019857,"score_gpt":0.2901251096718591,"score_spread":0.2739869522316605,"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."}}