{"id":"W4380079399","doi":"10.29390/cjrt-2023-023","title":"Proceedings from the Canadian Society of Respiratory Therapists Annual Conference May 13-14, 2023","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respiratory system; Psychology; Medicine; Political science; Internal medicine","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":[0.001968631,0.001041239,0.0006337527,0.001651211,0.003230664,0.003897236,0.001342884,0.002580181,0.3850428],"category_scores_gemma":[0.003422132,0.0003233751,0.00063841,0.001472513,0.0005304731,0.000882987,0.00177014,0.002388168,0.1460268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008243349,"about_ca_system_score_gemma":0.02102657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2562634,"about_ca_topic_score_gemma":0.6292869,"domain_scores_codex":[0.9980475,0.0001114618,0.00006109627,0.0001083697,0.001326138,0.0003454296],"domain_scores_gemma":[0.9959952,0.0001007685,0.00007462718,0.00003873487,0.002533316,0.001257322],"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":[0.00001278078,0.00001108667,0.00008931652,0.00003518025,0.000001341977,0.00001595862,0.000008249505,0.00001340318,0.00004172689,0.00009249079,0.9895354,0.01014317],"study_design_scores_gemma":[0.000009116036,0.000008064516,0.001293752,0.0001097144,0.000002163626,0.00001874831,0.00008245849,0.00002386898,0.00003432157,0.00005872947,0.9983525,0.000006486704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002152687,0.02086793,0.0009681104,0.0718995,0.1507645,0.0007972322,0.009258217,0.0004302821,0.7428614],"genre_scores_gemma":[0.004135387,0.009348321,0.0004429797,0.005536864,0.00677621,0.0001478708,0.00333661,0.0001432632,0.9701324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3850428,"threshold_uncertainty_score":0.8771617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09846799389259005,"score_gpt":0.3761614090534006,"score_spread":0.2776934151608106,"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."}}