{"id":"W4404850341","doi":"10.3138/ptc-2023-0054-cc-ahluwalia","title":"Commentary on Quigley et al.","year":2024,"lang":"en","type":"letter","venue":"Physiotherapy Canada","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008547631,0.001286315,0.002795869,0.001660434,0.01075226,0.00690156,0.00500368,0.09227353,0.01438808],"category_scores_gemma":[0.0562385,0.001358607,0.002244186,0.00200546,0.004491162,0.005938012,0.00279512,0.06062765,0.01235698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01248848,"about_ca_system_score_gemma":0.02783692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09572051,"about_ca_topic_score_gemma":0.1388211,"domain_scores_codex":[0.9915114,0.002056545,0.0008249613,0.001001208,0.003237021,0.001368691],"domain_scores_gemma":[0.977279,0.01083845,0.001066644,0.0004249069,0.006070479,0.004320491],"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":[0.00001649198,0.000005961038,0.00006822588,0.00001803205,0.000003707412,0.0001131446,0.00004631965,0.000009686726,0.00001211957,0.000421779,0.9983316,0.000952907],"study_design_scores_gemma":[0.0001284883,0.00003189411,0.0008050548,0.0005467143,0.00003752658,0.0004563626,0.0005281179,0.0002599493,0.0001344091,0.004951967,0.9920413,0.00007827502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001048756,0.0006725948,0.00002686093,0.9758868,0.02091774,0.0000148579,0.0001184104,0.00002046604,0.002237399],"genre_scores_gemma":[0.0005884308,0.0002810258,0.00004377053,0.9831688,0.01226164,0.00003439874,0.00002669606,0.00001611337,0.003579111],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09572051,"threshold_uncertainty_score":0.1903268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823456649904584,"score_gpt":0.3490867872944539,"score_spread":0.330852220795408,"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."}}