{"id":"W2095197862","doi":"10.1186/1748-7161-7-s1-o53","title":"An algorithm for determining scoliosis curve type according to Schroth","year":2012,"lang":"en","type":"article","venue":"Scoliosis","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Scoliosis; Medicine; Shoulder girdle; Pelvis; Presentation (obstetrics); Idiopathic scoliosis; Algorithm; Lumbar; Orthodontics; Physical therapy; Computer science; Anatomy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004698716,0.0003505364,0.000576561,0.0004761684,0.0002677502,0.0001133601,0.0001907747,0.0001587066,0.0000711118],"category_scores_gemma":[0.0002191878,0.000313015,0.0002242988,0.0008995938,0.00003582179,0.0005074808,0.00007824996,0.0001265083,0.0001872961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814098,"about_ca_system_score_gemma":0.0001205777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006811882,"about_ca_topic_score_gemma":0.00001152271,"domain_scores_codex":[0.9977313,0.00005643245,0.0003960409,0.0005103934,0.0003625064,0.0009432897],"domain_scores_gemma":[0.9980413,0.000079194,0.000112225,0.000614872,0.0002631803,0.0008891674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001720308,0.001557925,0.8801733,0.0001008227,0.0003277468,0.0000139377,0.0008763926,0.000006759729,0.003546386,0.0002965252,0.00197109,0.110957],"study_design_scores_gemma":[0.007109386,0.007347692,0.7796552,0.003391893,0.001924176,0.0001669187,0.002655944,0.0025891,0.1735484,0.00008588782,0.01991676,0.001608593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896191,0.002061043,0.002871687,0.0006561372,0.001171215,0.002578725,0.00003636449,0.000246123,0.0007595756],"genre_scores_gemma":[0.9596413,0.00007291848,0.03530324,0.002472539,0.001285964,0.001059934,0.00002224448,0.00009774862,0.00004415947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.170002,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06236937621403702,"score_gpt":0.386717932644934,"score_spread":0.3243485564308969,"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."}}