{"id":"W2358718667","doi":"10.2310/6650.2005.00005.215","title":"216 VIDEO-ASSISTED THORACOSCOPIC SURGERY VERSUS OPEN THORACOTOMY IN PAEDIATRIC SCOLIOSIS","year":2005,"lang":"en","type":"article","venue":"Journal of Investigative Medicine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Scoliosis; Video-assisted thoracoscopic surgery; Thoracotomy; 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":[0.00212028,0.0003550037,0.001526282,0.001241199,0.0000825594,0.00004409132,0.0003418676,0.0001428899,0.0004875582],"category_scores_gemma":[0.003237686,0.0002347951,0.0002337662,0.001711661,0.00050924,0.0005387767,0.0001196746,0.0006053035,0.00004503899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007142691,"about_ca_system_score_gemma":0.0008288039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001516944,"about_ca_topic_score_gemma":0.0001438367,"domain_scores_codex":[0.9964573,0.0003638311,0.001549271,0.0003267957,0.000882575,0.0004202258],"domain_scores_gemma":[0.9962387,0.001105413,0.001069565,0.0003364176,0.0005599786,0.0006898897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002395979,0.002018807,0.8778237,0.0002085693,0.000840639,0.001412693,0.00145154,0.00003815793,0.003516871,0.0003575401,0.08283368,0.02710183],"study_design_scores_gemma":[0.01479557,0.002611721,0.9510021,0.00590987,0.0009225925,0.0002657574,0.0009264865,0.00004239921,0.01465108,0.0003803197,0.008221138,0.0002709359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316958,0.009198532,0.00001085398,0.05427697,0.0007373485,0.0007693256,0.000002675762,0.00001815601,0.003290291],"genre_scores_gemma":[0.9904909,0.001453101,0.002910551,0.003283101,0.001641463,0.00006529096,0.000007213896,0.00004011272,0.0001082268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07461254,"threshold_uncertainty_score":0.9574665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169343778787499,"score_gpt":0.3895949689714974,"score_spread":0.2202511901839985,"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."}}