{"id":"W1984883527","doi":"10.1164/rccm.2302008","title":"A Respiratory Physiologist by Hook or by Crook","year":2003,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Medicine; Hook; Respiratory system; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009590769,0.0009013914,0.0007111127,0.001105176,0.001870078,0.002371141,0.0006760191,0.005177122,0.1498977],"category_scores_gemma":[0.005423884,0.0004355648,0.0007425323,0.0003063567,0.001819297,0.003434611,0.003086957,0.008883001,0.08903873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000752802,"about_ca_system_score_gemma":0.00123932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00195357,"about_ca_topic_score_gemma":0.006565157,"domain_scores_codex":[0.9993605,0.0001184961,0.00004510058,0.0001365208,0.0002559851,0.00008337053],"domain_scores_gemma":[0.9971305,0.0005386483,0.0001320611,0.0001593555,0.0005878164,0.001451693],"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":[0.00003697232,0.0000225528,0.0003503027,0.00008147284,0.000005181112,0.0001635467,0.0000445774,0.00001059307,0.0002932436,0.000823601,0.9621644,0.03600352],"study_design_scores_gemma":[0.00002742134,0.00005175703,0.001760647,0.0002935355,0.000008951717,0.001112029,0.0002238504,0.00004119007,0.0001573091,0.002107496,0.9941992,0.00001656971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001522443,0.05307136,0.002089416,0.5981716,0.1792359,0.00009465995,0.0002920002,0.0007092101,0.1648135],"genre_scores_gemma":[0.008220418,0.01647227,0.00172332,0.1438163,0.03931374,0.00008820157,0.0001031665,0.0003257475,0.7899368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1498977,"threshold_uncertainty_score":0.5014576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04220011896960865,"score_gpt":0.3071016734312559,"score_spread":0.2649015544616472,"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."}}