{"id":"W4247431427","doi":"10.1155/2014/285162","title":"Respiratory Medicine at McMaster University, Hamilton, Ontario: 1968 To 2013","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Specialty; Referral; Family medicine; Population; Respiratory care; Respiratory Medicine; Pediatrics; Gerontology; Surgery; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005387153,0.0009243067,0.0004474903,0.002441935,0.003447616,0.002567403,0.001422326,0.001618501,0.2328297],"category_scores_gemma":[0.002294263,0.0006651522,0.0005867542,0.003708963,0.001241292,0.001219764,0.003072612,0.0012238,0.05182794],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03731017,"about_ca_system_score_gemma":0.03401549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7227387,"about_ca_topic_score_gemma":0.9336169,"domain_scores_codex":[0.9987179,0.0000477056,0.0000781288,0.0001517038,0.0005925295,0.0004121151],"domain_scores_gemma":[0.9971665,0.00004049826,0.0001110495,0.00005762444,0.0009713207,0.001653082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004857189,0.00001450946,0.002988378,0.0003433035,0.000008364356,0.0002664869,0.0001718896,0.00003850181,0.0001805853,0.0004430861,0.9511186,0.04437759],"study_design_scores_gemma":[0.00002346324,0.00001495432,0.0484747,0.0006446364,0.000006487914,0.0002158685,0.0002254602,0.00002395021,0.00006458151,0.00009022283,0.9501989,0.00001683042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02339539,0.1005516,0.0008376814,0.113381,0.0371675,0.001471396,0.106044,0.001307319,0.615844],"genre_scores_gemma":[0.03535045,0.03462163,0.0005220979,0.009933334,0.004351168,0.0002685893,0.01080311,0.0002721029,0.9038774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9626898,"threshold_uncertainty_score":0.7788931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123223164024983,"score_gpt":0.2380948007866267,"score_spread":0.2168625691463769,"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."}}