{"id":"W2021173283","doi":"10.2106/jbjs.n.00887","title":"Interobserver and Intraobserver Reliability of the Modified Waldenström Classification System for Staging of Legg-Calvé-Perthes Disease","year":2015,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Hip disorders and treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Kappa; Legg-Calve-Perthes disease; Radiography; Cohen's kappa; Stage (stratigraphy); Radiology; Nuclear medicine; Surgery; Disease; Internal medicine; Statistics; Mathematics","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":[0.0008942978,0.00008327066,0.0005453709,0.00008672155,0.0000272987,0.000007954284,0.00001474065,0.00003704422,0.000001412856],"category_scores_gemma":[0.0004434154,0.00004757205,0.0002257669,0.00006650747,0.00008754664,0.0001083611,0.00002021339,0.00007367678,7.867757e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003982223,"about_ca_system_score_gemma":0.0001401922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003487377,"about_ca_topic_score_gemma":0.000002739216,"domain_scores_codex":[0.998835,0.00006586176,0.0007236241,0.00009168067,0.0001965155,0.00008727139],"domain_scores_gemma":[0.998652,0.0001465558,0.00057993,0.0001590811,0.0003145666,0.000147864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001526389,0.0003361727,0.9892051,0.001656159,0.0001547639,0.00001690103,0.0005612567,0.00001387603,0.001693228,0.0002133925,0.0007226843,0.003900138],"study_design_scores_gemma":[0.001718368,0.0001670499,0.9921405,0.001385954,0.0003317051,0.00005179951,0.001488695,0.000759738,0.001424166,0.000317969,0.0001484907,0.00006556787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971263,0.001011088,0.0001352238,0.001341238,0.0001550989,0.0001810471,0.00001321382,0.000003063455,0.0000337387],"genre_scores_gemma":[0.9996582,0.00009614749,0.0001294742,0.00003266678,0.00003402029,0.000003167433,0.000002578832,0.000007850992,0.00003585504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003834571,"threshold_uncertainty_score":0.1939932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09257256960217697,"score_gpt":0.2730523576981052,"score_spread":0.1804797880959282,"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."}}