{"id":"W2312928726","doi":"10.1016/j.jse.2012.12.007","title":"Do the Traditional and Modified Latarjet Techniques Produce Equivalent Reconstruction Stability and Strength?","year":2013,"lang":"en","type":"article","venue":"Journal of Shoulder and Elbow Surgery","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Latarjet procedure; Stability (learning theory); Surgery; Machine learning; Coracoid","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":[0.0007758017,0.00008747352,0.0001498368,0.00003650543,0.0001553538,0.00008452606,0.00004466551,0.00003885772,0.0004994582],"category_scores_gemma":[0.00008470399,0.00005302624,0.00003887645,0.00005318654,0.0002672591,0.0004254235,0.0000416144,0.0001962298,7.799613e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002073821,"about_ca_system_score_gemma":0.00001028382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000273227,"about_ca_topic_score_gemma":0.000003735629,"domain_scores_codex":[0.9992008,0.00008068043,0.0002661697,0.000139814,0.0001979646,0.0001146079],"domain_scores_gemma":[0.9993984,0.0002674707,0.000141095,0.00007583701,0.00001919722,0.00009796825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002690372,0.00006451495,0.6959457,0.00002075052,0.00001453702,0.000002882913,0.0004024989,0.000004164627,0.01856538,0.00005528316,0.003261324,0.2816361],"study_design_scores_gemma":[0.0001484679,0.00006842942,0.9850587,0.00007233354,0.00002161211,0.0005116169,0.0005022698,0.0002470844,0.008718367,0.003995223,0.0005176225,0.0001382849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997097,0.0002597023,0.00009533186,0.001734817,0.0001080057,0.00009253532,0.000003510681,0.00000767511,0.0006014933],"genre_scores_gemma":[0.9988106,0.000523082,0.0003859448,0.0001735056,0.00007895398,0.000004158281,6.899211e-7,0.000004677999,0.00001834984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.289113,"threshold_uncertainty_score":0.5468717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05580827765553883,"score_gpt":0.2531889493018705,"score_spread":0.1973806716463317,"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."}}