{"id":"W3164418528","doi":"10.29390/cjrt-2022-024","title":"Proceedings from the Canadian Society of Respiratory Therapists Annual Conference May 13-14, 2022","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00269422,0.001249284,0.0009140758,0.001627933,0.004817283,0.006019789,0.001421197,0.00407376,0.3355874],"category_scores_gemma":[0.003360253,0.0003919418,0.0007585302,0.001041107,0.0007130811,0.0009109843,0.002226345,0.002917882,0.1238697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007533635,"about_ca_system_score_gemma":0.02437533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3026651,"about_ca_topic_score_gemma":0.7161111,"domain_scores_codex":[0.9977812,0.000133192,0.00005281768,0.0001292388,0.001440278,0.0004632965],"domain_scores_gemma":[0.996221,0.0001228593,0.0000559721,0.00004451417,0.00226616,0.0012896],"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":[0.00004944365,0.0000299959,0.0001419184,0.00003988703,0.000003712347,0.00002502385,0.0000160674,0.00002726372,0.00009198699,0.0001557683,0.9886126,0.01080639],"study_design_scores_gemma":[0.00002326539,0.00002108712,0.002169232,0.000104774,0.000005675499,0.00001584819,0.0001654985,0.00006804915,0.00008369574,0.00009884884,0.9972329,0.00001132472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003737115,0.01574976,0.001004031,0.07729751,0.1976569,0.0009222582,0.007554202,0.000513492,0.6955649],"genre_scores_gemma":[0.003336961,0.003154616,0.0002994968,0.002710901,0.003740826,0.00008646022,0.00177713,0.00009436603,0.9847991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6973349,"threshold_uncertainty_score":0.9477039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03859606980520853,"score_gpt":0.2885426411311242,"score_spread":0.2499465713259157,"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."}}