{"id":"W4396733070","doi":"10.3138/ptc-2021-0135-cc","title":"Commentary on Schertzer 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":false,"ca_institutions":"Trillium 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":[0.0141581,0.001710702,0.003111556,0.002428497,0.008802767,0.00880722,0.008529256,0.076142,0.01683913],"category_scores_gemma":[0.1203194,0.001519623,0.003199793,0.002966257,0.006511693,0.007319164,0.003639981,0.07255722,0.01344957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436972,"about_ca_system_score_gemma":0.02939451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07551119,"about_ca_topic_score_gemma":0.103542,"domain_scores_codex":[0.9835623,0.003908752,0.001743291,0.001956066,0.007243982,0.001585733],"domain_scores_gemma":[0.9294837,0.03632094,0.002741735,0.001243678,0.02355162,0.006658309],"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":[0.00001320896,0.000002847257,0.00001803523,0.00004967388,0.00000577556,0.00003077716,0.0000308079,0.000006455902,0.000006582236,0.0002755619,0.9987296,0.0008306669],"study_design_scores_gemma":[0.0001243328,0.00001928451,0.0003421639,0.001358916,0.00005940403,0.0002483595,0.000335751,0.00007088797,0.000105648,0.002569629,0.9947072,0.00005857024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00004707463,0.002048536,0.00002942045,0.9132134,0.08326464,0.0000161767,0.0001284941,0.00001622776,0.001235973],"genre_scores_gemma":[0.0004745898,0.001340624,0.00005446996,0.954127,0.0415662,0.00004541064,0.00004212285,0.00002244072,0.00232717],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.076142,"threshold_uncertainty_score":0.1501433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246667131710611,"score_gpt":0.3273090384493197,"score_spread":0.3148423671322136,"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."}}