{"id":"W2198080880","doi":"10.1155/2014/860834","title":"Respiratory Medicine at McMaster University, Hamilton, Ontario: 1968 to 2013","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Specialty; Referral; Family medicine; Population; Respiratory care; Respiratory Medicine; Pediatrics; 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":[0.0005236025,0.000945611,0.0004509001,0.002421634,0.003467464,0.00255605,0.001421945,0.001591753,0.2390454],"category_scores_gemma":[0.002218332,0.0006691407,0.0005943938,0.003753618,0.00123072,0.00120969,0.003043293,0.001207522,0.05281709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03759026,"about_ca_system_score_gemma":0.03439163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.737779,"about_ca_topic_score_gemma":0.939164,"domain_scores_codex":[0.9987308,0.00004601683,0.00007604386,0.0001498799,0.0005798012,0.0004174182],"domain_scores_gemma":[0.9972659,0.00003841144,0.0001066715,0.00005604716,0.0009286147,0.001604363],"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":[0.0000482207,0.0000140254,0.002914281,0.0003364221,0.000008131067,0.0002536939,0.0001613471,0.00003760958,0.0001745551,0.000431748,0.952659,0.04296092],"study_design_scores_gemma":[0.00002404982,0.00001470971,0.05013326,0.0006362143,0.00000661986,0.0002123729,0.0002278707,0.00002416512,0.00006619176,0.00009063835,0.9485468,0.00001709134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02282905,0.09727284,0.0008267775,0.1066167,0.03469766,0.001481461,0.1095214,0.001314366,0.6254398],"genre_scores_gemma":[0.03444304,0.03370645,0.0005250229,0.009353401,0.003978696,0.0002663824,0.01103779,0.0002706135,0.9064185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.737779,"threshold_uncertainty_score":0.7996866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026638302552698,"score_gpt":0.2250363042511988,"score_spread":0.1947699212256719,"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."}}