{"id":"W2199142810","doi":"10.2106/00004623-200605000-00026","title":"Orthopaedic Information","year":2006,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kamloops Art Gallery","funders":"","keywords":"Computer science; Medicine","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":[0.0003304755,0.00004744695,0.0003163035,0.0002262226,0.00002144099,0.00001478185,0.000002087706,0.00002274948,0.00005259628],"category_scores_gemma":[0.00004415697,0.00003259404,0.0001956205,0.00005967361,0.00001393772,0.0001927916,0.000004639428,0.00006260833,0.0000056784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003078811,"about_ca_system_score_gemma":0.00008045149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005563815,"about_ca_topic_score_gemma":0.000004370855,"domain_scores_codex":[0.9992133,0.000007392234,0.0005263946,0.00002551971,0.000158188,0.00006923274],"domain_scores_gemma":[0.9994458,0.00005612141,0.0003067012,0.00004095501,0.00009073346,0.00005969937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002544372,0.0003306251,0.741469,0.0002317482,0.0001110224,0.0005234389,0.00008401657,0.000007590983,0.0003790529,0.0001750986,0.151111,0.105323],"study_design_scores_gemma":[0.000785842,0.0001236215,0.9302961,0.000370976,0.00009486423,0.001296078,0.00003666303,0.000006282773,0.0007340668,0.000135321,0.06607714,0.00004303596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933271,0.002775166,0.00005559004,0.002596688,0.0001859645,0.00003778598,0.000001479116,0.000004428764,0.001015757],"genre_scores_gemma":[0.997643,0.001481056,0.0001254282,0.0004000529,0.0002747725,0.000001215046,0.00000479963,0.000002822184,0.0000668324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1888271,"threshold_uncertainty_score":0.1329146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311149770255957,"score_gpt":0.218239731800145,"score_spread":0.2051282340975854,"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."}}