{"id":"W4387461352","doi":"10.3390/pediatric15040053","title":"Rate of Total Hip Replacement after Legg Calve Perthes Disease in a Canadian Province","year":2023,"lang":"en","type":"article","venue":"Pediatric Reports","topic":"Hip disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; Legg-Calve-Perthes disease; Arthroplasty; Surgery; Femoral head; Population; Hip arthroplasty; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000247876,0.0001206466,0.0002146842,0.0003206214,0.00002562294,0.000007355653,0.00002016993,0.00004204835,0.0001144806],"category_scores_gemma":[0.0001967165,0.0001003859,0.00008351429,0.0004080845,0.00002002976,0.00004496117,0.00002251019,0.00006752068,0.00003197719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485362,"about_ca_system_score_gemma":0.001081234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1074334,"about_ca_topic_score_gemma":0.03314928,"domain_scores_codex":[0.998772,0.00002364281,0.0003703874,0.0003056789,0.0001846392,0.0003436014],"domain_scores_gemma":[0.9990809,0.00002350573,0.0001075398,0.0003361953,0.00004135227,0.0004104857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001434716,0.0001199826,0.983386,0.0001183193,0.00001931017,0.01442687,0.0001839915,0.0000167088,0.000002184359,0.000002685966,0.001102512,0.0004779328],"study_design_scores_gemma":[0.0005104003,0.00007404349,0.998062,0.00001926356,0.0001283034,0.00004196791,0.00003652888,0.00006608845,0.00001241273,0.0000771845,0.0008775039,0.00009428179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967347,0.0006678788,5.664687e-7,0.0006096761,0.0001470263,0.0007123362,0.00001628278,0.00003092277,0.001080613],"genre_scores_gemma":[0.9956776,0.0001212196,0.00001340531,0.0000785045,0.00008541761,0.0002119152,0.00005180894,0.00001806284,0.0037421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07428414,"threshold_uncertainty_score":0.9844933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008246743250270756,"score_gpt":0.2508968930260476,"score_spread":0.2426501497757769,"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."}}