{"id":"W6901634523","doi":"10.60692/g3psy-88052","title":"The Diagnostic Process of Spinal Post-traumatic Deformity","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Cervical spine; Magnetic resonance imaging; Deformity; Radiography; Computed tomography; Complication; Rachis; Medical imaging","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004856701,0.0002866474,0.0002622893,0.003294383,0.0006861832,0.0005239223,0.0005419261,0.0006765772,0.002361263],"category_scores_gemma":[0.01891909,0.0002699014,0.0002448766,0.001230951,0.0008121657,0.000744842,0.001296162,0.0003579036,0.0007698056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005506956,"about_ca_system_score_gemma":0.0007582977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151559,"about_ca_topic_score_gemma":0.001035537,"domain_scores_codex":[0.9950202,0.002157563,0.0007430487,0.000338283,0.001134492,0.0006065674],"domain_scores_gemma":[0.9877151,0.00304234,0.004251185,0.0003911472,0.003634252,0.0009660465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000179923,0.0002468236,0.9636999,0.0003409607,0.00001976027,0.005361251,0.008500753,0.0001023192,0.002634919,0.0001589469,0.0013227,0.01743164],"study_design_scores_gemma":[0.00002037541,0.001155501,0.9411113,0.0002479063,0.00002523438,0.03064237,0.01872901,0.0006438391,0.001290167,0.0001547541,0.00593668,0.00004291431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959803,0.000600493,0.000470791,0.0002820656,0.00003016632,0.0001670691,0.0001294773,0.00001279127,0.002326877],"genre_scores_gemma":[0.9976104,0.0005553361,0.0009587115,0.0001305634,0.00003209409,0.0001091499,0.0001965012,0.000002708307,0.0004044597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004856701,"threshold_uncertainty_score":0.02568501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932174001627504,"score_gpt":0.2765485034690707,"score_spread":0.2472267634527957,"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."}}