{"id":"W4377293038","doi":"10.3390/diagnostics13101819","title":"Image-Based Numerical Analysis for Isolated Type II SLAP Lesions in Shoulder Abduction and External Rotation","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Universidad Industrial de Santander","keywords":"Lesion; Joint capsule; Bankart lesion; Shoulder joint; Joint (building); Anatomy; External rotation; Anterior shoulder; Medicine; Capsule; Strain (injury); Surgery; Biology; Structural engineering","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":[0.00008735528,0.0000914476,0.0001853985,0.0002769049,0.00008621245,0.00001302272,0.00002060325,0.00006788474,0.0000560203],"category_scores_gemma":[0.0004780943,0.0000811273,0.00006280196,0.0008997581,0.00002465495,0.00003954127,0.00001363985,0.00007867478,0.00001315324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000414481,"about_ca_system_score_gemma":0.00003823953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004119299,"about_ca_topic_score_gemma":0.0000175295,"domain_scores_codex":[0.999362,0.00002148223,0.0001671352,0.0001879328,0.0001126417,0.0001488127],"domain_scores_gemma":[0.9992996,0.000384707,0.00003580846,0.000119025,0.00009130414,0.00006957875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001354946,0.001478485,0.9406255,0.0001332892,0.0008114299,0.0003203007,0.0008504881,0.006415499,0.004254887,0.0002351399,0.006570465,0.03694959],"study_design_scores_gemma":[0.002427078,0.0009497389,0.8228534,0.00005171347,0.002087997,0.000006879267,0.0001181744,0.1674063,0.002966871,0.0003335318,0.0006542844,0.0001439736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616635,0.0001833345,0.03549996,0.001914707,0.000154752,0.0004388706,0.00002876008,0.0000801048,0.00003603297],"genre_scores_gemma":[0.994812,0.0002004041,0.004240799,0.0001904167,0.0000644766,0.00007627864,0.0002991619,0.00001402422,0.0001024463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609908,"threshold_uncertainty_score":0.3308275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03902394301518947,"score_gpt":0.3540329525648084,"score_spread":0.315009009549619,"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."}}