{"id":"W3159091335","doi":"10.55275/jposna-2021-274","title":"Levels of Evidence Are Not the Whole Story","year":2021,"lang":"en","type":"article","venue":"Journal of the Pediatric Orthopaedic Society of North America","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Evidence-based medicine; Critical appraisal; Quality (philosophy); Medical literature; Quality of evidence; Psychology; Medicine; Alternative medicine; Epistemology; Meta-analysis; Pathology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.003526721,0.0001154505,0.0003966328,0.00006314395,0.0008310923,0.000006714115,0.00078334,0.00008108238,0.0002274412],"category_scores_gemma":[0.004885872,0.00005786723,0.0007029226,0.001708472,0.0004154953,0.0002203963,0.0002280836,0.001441803,0.00001897871],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539222,"about_ca_system_score_gemma":0.007152262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000375,"about_ca_topic_score_gemma":0.00005069873,"domain_scores_codex":[0.995522,0.00131236,0.001040204,0.0001563156,0.001487049,0.0004821014],"domain_scores_gemma":[0.9913902,0.003594892,0.002720143,0.0004559369,0.001567965,0.0002708881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002384927,0.0000807067,0.7967917,0.0004237862,0.00003360904,0.0000014349,0.005547636,0.00009990259,0.00005815525,6.154119e-7,0.1896159,0.007322725],"study_design_scores_gemma":[0.000258608,0.0001215931,0.9549591,0.0001923851,0.00008374577,0.0000112554,0.0124604,0.00007266768,0.00001189689,0.0000183648,0.03174691,0.00006306062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303215,0.004875462,0.0003773145,0.06203548,0.002000622,0.0002807584,0.00005032305,0.000005679714,0.00005291495],"genre_scores_gemma":[0.9822593,0.00880653,0.001362276,0.003914069,0.002256553,0.000009490931,8.074327e-7,0.0000119466,0.00137903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1581674,"threshold_uncertainty_score":0.9984763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2121552990531756,"score_gpt":0.4359133056613332,"score_spread":0.2237580066081576,"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."}}