{"id":"W2409542335","doi":"10.3233/978-1-58603-888-5-151","title":"Computer-Assisted Cobb Angle Measurement on Posteroanterior Radiographs","year":2008,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Hip disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"CobB; Radiography; Computer science; Medical physics; Nuclear medicine; Medicine; Radiology; Biology","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":[0.002842168,0.0006908463,0.0009002275,0.005225618,0.0003247438,0.0006733224,0.0008402238,0.0006475738,0.003109848],"category_scores_gemma":[0.008166412,0.0004917994,0.0004262885,0.002237551,0.0005091965,0.000606795,0.0005760838,0.000560309,0.001105931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476611,"about_ca_system_score_gemma":0.0004839805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001784624,"about_ca_topic_score_gemma":0.004491938,"domain_scores_codex":[0.9949048,0.001728758,0.0004735284,0.0005538933,0.002225765,0.000113251],"domain_scores_gemma":[0.9922938,0.00267108,0.000857421,0.0006428791,0.00339097,0.0001439684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002414226,0.0005172906,0.1010156,0.001912008,0.000219053,0.000640146,0.001054985,0.005758855,0.2501301,0.0007863824,0.003389827,0.6321616],"study_design_scores_gemma":[0.0006367904,0.003937249,0.7204415,0.0003623709,0.0004297466,0.01429919,0.0005935151,0.08060674,0.1643575,0.0008784686,0.0129074,0.0005494654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.617102,0.002803739,0.3647291,0.0001224452,0.0001770947,0.001584999,0.001534494,0.00252732,0.009418801],"genre_scores_gemma":[0.6747119,0.001441992,0.318225,0.00007746135,0.0001414152,0.000673279,0.001004019,0.0002220271,0.003502955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005225618,"threshold_uncertainty_score":0.01503104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0852386065002891,"score_gpt":0.3445505565260053,"score_spread":0.2593119500257162,"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."}}