{"id":"W2559832426","doi":"","title":"THE DIRECT ENVIRONMENTAL IMPACT OF HIP ARTHROSCOPY FOR FEMOROACETABULAR IMPINGEMENT (FAI): A SURGICAL WASTE AUDIT","year":2018,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Femoroacetabular impingement; Hip arthroscopy; Audit; Medicine; Waste management; Biomedical waste; Arthroscopy; Environmental science; Surgery; Health care; Business; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00205375,0.0003762284,0.000354345,0.004154788,0.0008131097,0.0009923432,0.0004643734,0.0003941862,0.0008063433],"category_scores_gemma":[0.004799807,0.0003819884,0.0004342739,0.00347996,0.0006761636,0.0006169454,0.001329457,0.0004179312,0.0002913356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149888,"about_ca_system_score_gemma":0.001640542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004694915,"about_ca_topic_score_gemma":0.01315978,"domain_scores_codex":[0.9963686,0.0006225093,0.0005768092,0.0001936302,0.001984654,0.000253786],"domain_scores_gemma":[0.9899705,0.002019785,0.004518802,0.000375686,0.002768607,0.0003466622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003108608,0.0002588709,0.9336942,0.0002777121,0.00004992083,0.002035195,0.001322032,0.001125486,0.006283956,0.0001517984,0.0007627401,0.05372728],"study_design_scores_gemma":[0.000008450356,0.001291227,0.9777524,0.0001644152,0.00005292465,0.002758332,0.004294342,0.001036941,0.009643113,0.0001624015,0.002788791,0.00004675557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996178,0.0002776805,0.001091933,0.0001969089,0.000009440436,0.0001163923,0.0006567094,0.00002507511,0.001447871],"genre_scores_gemma":[0.9927532,0.0009540172,0.004303052,0.000141312,0.00003162806,0.00006068335,0.0007946225,0.00001654555,0.0009449019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004694915,"threshold_uncertainty_score":0.01087517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444804877409098,"score_gpt":0.271454303638184,"score_spread":0.247006254864093,"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."}}