{"id":"W4232926115","doi":"10.1136/ewjm.173.4.252-a","title":"Commentary","year":2000,"lang":"en","type":"article","venue":"Western Journal of Medicine","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002315314,0.000104347,0.0003723871,0.00009948749,0.00002702729,0.000003627667,0.00006917613,0.0000392287,0.003560418],"category_scores_gemma":[0.00001402288,0.00006650022,0.0000786307,0.00007128371,0.00008275854,0.00008195644,0.000005703462,0.0001695841,0.00007047913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003348729,"about_ca_system_score_gemma":0.00002471608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005195915,"about_ca_topic_score_gemma":0.000003279886,"domain_scores_codex":[0.999036,0.00002937623,0.0003824338,0.00007017259,0.0003405496,0.0001414554],"domain_scores_gemma":[0.9994339,0.00003070776,0.0001110841,0.0001301563,0.00006956021,0.0002246321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001637515,0.0003967124,0.03632717,0.00004905794,0.0001759544,0.003708672,0.001116371,0.000001235276,0.01106331,0.00004004296,0.05475536,0.8907286],"study_design_scores_gemma":[0.05403192,0.03830816,0.02164603,0.003395424,0.001133668,0.02197647,0.0006636297,0.000004292503,0.007201688,0.0006262482,0.850768,0.0002444185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426005,0.002198525,0.00002720891,0.04965369,0.0003630602,0.0001155706,0.000001274058,0.00001362573,0.005026493],"genre_scores_gemma":[0.9745727,0.0006087232,0.0004733589,0.01786016,0.001725333,0.000001156715,0.000009436817,0.00001834411,0.004730805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8904842,"threshold_uncertainty_score":0.9973505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651969916878371,"score_gpt":0.279791188199908,"score_spread":0.2632714890311243,"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."}}