{"id":"W2949655436","doi":"10.1097/bpo.0000000000001365","title":"Hipology, Happology, and POSNA: Presidential Guest Lecture","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Orthopaedics","topic":"Hip disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002426177,0.0001503558,0.0004088327,0.0002654322,0.00004651715,0.00001407924,0.00007317094,0.0001915812,0.0003336714],"category_scores_gemma":[0.0001340347,0.0001098917,0.0001706209,0.0001815135,0.00006766529,0.00007255762,0.00004155488,0.0004059594,0.00004325328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002964538,"about_ca_system_score_gemma":0.000246161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000170994,"about_ca_topic_score_gemma":0.00001387929,"domain_scores_codex":[0.998868,0.00004887029,0.0004141691,0.0001499947,0.0002886821,0.0002303161],"domain_scores_gemma":[0.9990542,0.00008529293,0.000337774,0.000143515,0.000159321,0.0002198838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00021908,0.0001914508,0.9908679,0.00006935052,0.0001549403,0.0003641684,0.0001199078,0.000003357891,0.00007408825,0.00004304621,0.006019719,0.001873058],"study_design_scores_gemma":[0.01179713,0.004431167,0.9558427,0.00003883727,0.002668389,0.005268316,0.0002455966,0.00003677233,0.00007113336,0.0006484628,0.01866598,0.0002854836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987012,0.008503565,0.00006723336,0.001581769,0.001444252,0.0001950319,0.000005234197,0.00001231726,0.00117859],"genre_scores_gemma":[0.9931145,0.002454095,0.0005854931,0.0003457556,0.002664569,9.735629e-7,0.000004632126,0.00001997823,0.0008099571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0350251,"threshold_uncertainty_score":0.4481254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0068250034223964,"score_gpt":0.2564254724320421,"score_spread":0.2496004690096457,"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."}}