{"id":"W7162022613","doi":"10.82308/23667","title":"Risk prediction of anterior cruciate ligament injuries: a new model","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anterior Cruciate Ligament Injuries; Joint instability; Anterior cruciate ligament; Anterior knee pain","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002771574,0.001489148,0.001794333,0.001755539,0.0008018119,0.002533122,0.002413147,0.002210004,0.00613859],"category_scores_gemma":[0.005917657,0.0009562114,0.002005913,0.001148548,0.0006018844,0.001197069,0.001327723,0.002695008,0.001340368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009768904,"about_ca_system_score_gemma":0.002423834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04114885,"about_ca_topic_score_gemma":0.01425885,"domain_scores_codex":[0.9991437,0.0002481143,0.00006559745,0.000262109,0.0001298449,0.0001505408],"domain_scores_gemma":[0.9967946,0.002275018,0.0002588977,0.00008004222,0.0004575518,0.000133745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004716504,0.0002965318,0.02250914,0.0001373017,0.0003559752,0.0002431869,0.00007098258,0.9337117,0.0004490025,0.001739691,0.003547131,0.03646758],"study_design_scores_gemma":[0.0000223003,0.00003485242,0.0008616443,0.00001860044,0.00002889004,0.00002727494,0.000009693475,0.9978873,0.00003413971,0.0008202457,0.0002456358,0.000009351828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3424451,0.007766669,0.6225181,0.008176378,0.001210555,0.0003887933,0.004774873,0.002605039,0.01011451],"genre_scores_gemma":[0.9364373,0.002886038,0.04141781,0.0006785967,0.0005797905,0.0004433837,0.003641359,0.0001208302,0.01379497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04114885,"threshold_uncertainty_score":0.08181864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00935408920206112,"score_gpt":0.279635703064771,"score_spread":0.2702816138627099,"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."}}