{"id":"W4401996351","doi":"10.3138/ptc-2022-0009-cc","title":"Commentary on Al Onazi et al.","year":2024,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Breast Cancer Foundation; McGill University Health Centre","funders":"","keywords":"Computer science; Physical medicine and rehabilitation; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008188262,0.00148039,0.003318599,0.003256648,0.003020474,0.005598942,0.006079012,0.03305729,0.03888532],"category_scores_gemma":[0.08464592,0.001083042,0.003072469,0.002289763,0.002293541,0.005258333,0.003288114,0.02147252,0.01893492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006820233,"about_ca_system_score_gemma":0.01330804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251002,"about_ca_topic_score_gemma":0.01162476,"domain_scores_codex":[0.9914425,0.002166619,0.001296358,0.0009549008,0.003330049,0.0008095742],"domain_scores_gemma":[0.9650792,0.01415198,0.002553577,0.0007873805,0.01504037,0.002387558],"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":[0.00002424926,0.000003991841,0.00003423018,0.0005011723,0.00001828771,0.00008116673,0.00004006878,0.00001177505,0.00001507531,0.000298053,0.9962946,0.002677453],"study_design_scores_gemma":[0.0001336157,0.00002173024,0.0002977581,0.006669907,0.00008004952,0.0004214767,0.0001867026,0.00005943717,0.00009532061,0.001948393,0.9900413,0.00004435903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009243425,0.009105611,0.0001033908,0.7534688,0.2329876,0.0001241553,0.000825628,0.00006046928,0.003231837],"genre_scores_gemma":[0.001234678,0.009427692,0.0001833074,0.8404193,0.1388831,0.0003451006,0.0003133765,0.00006230212,0.009131133],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03888532,"threshold_uncertainty_score":0.1300844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147520753654477,"score_gpt":0.3277183520763157,"score_spread":0.3162431445397709,"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."}}