{"id":"W2335656402","doi":"10.1097/bpo.0b013e31824b256c","title":"JBJS and Evidence-based Orthopaedics","year":2012,"lang":"en","type":"article","venue":"Journal of Pediatric Orthopaedics","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Orthopedic surgery; Medical physics; Surgery","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":[0.01003196,0.0001464757,0.0003070348,0.0005606065,0.0006523266,0.00002052077,0.0002483684,0.0002032555,0.0004273175],"category_scores_gemma":[0.006615448,0.0001082158,0.00012082,0.0009376424,0.0001078541,0.001087652,0.00007465278,0.001287157,0.0001066481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001945011,"about_ca_system_score_gemma":0.004219226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004201206,"about_ca_topic_score_gemma":0.00001523056,"domain_scores_codex":[0.995854,0.0007441676,0.001116791,0.0001421642,0.00114723,0.0009956416],"domain_scores_gemma":[0.9939563,0.002597617,0.0009775865,0.0001986247,0.0007833631,0.001486528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006008206,0.00008170018,0.9455196,0.0003729763,0.000005732717,0.000006077537,0.001096262,0.000004050049,0.000009002715,0.00008537177,0.04787551,0.004883595],"study_design_scores_gemma":[0.001231943,0.0006142746,0.911723,0.0003069082,0.0001415877,0.00003805004,0.002755634,0.0002438431,0.000004985175,0.0001404542,0.08256486,0.0002344516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660839,0.02052917,0.001643701,0.005253319,0.005520263,0.0003457284,0.00000420155,0.00002185268,0.0005978222],"genre_scores_gemma":[0.9587843,0.01615709,0.003562275,0.002109261,0.01894991,0.00001389738,0.000001560273,0.00002005491,0.0004016505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03468936,"threshold_uncertainty_score":0.7919788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2088725590818208,"score_gpt":0.4714524524690716,"score_spread":0.2625798933872509,"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."}}