{"id":"W2605353156","doi":"","title":"OPPORTUNITIES IN TOTAL KNEE ARTHROPLASTY: PERSPECTIVE OF SURGEONS WORLDWIDE","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":"Dalhousie University","funders":"","keywords":"Medicine; Total knee arthroplasty; Arthroplasty; Orthopedic surgery; General surgery; Physical therapy; Surgery; Family medicine","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":[0.00157731,0.0005554916,0.0002257809,0.001456546,0.001466845,0.004574181,0.0003550314,0.002699381,0.02051211],"category_scores_gemma":[0.002980129,0.0001987098,0.0003531713,0.002191279,0.0009002172,0.004102101,0.001971231,0.001919402,0.002292496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679712,"about_ca_system_score_gemma":0.002998698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005404352,"about_ca_topic_score_gemma":0.0113125,"domain_scores_codex":[0.9978508,0.0006553972,0.000108795,0.0001612388,0.0005160093,0.0007076943],"domain_scores_gemma":[0.9909062,0.0008030589,0.00122668,0.00004803467,0.001164961,0.005851003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003262017,0.000340424,0.1880927,0.00141983,0.0001241017,0.002472792,0.009765047,0.0006514447,0.001914333,0.02016203,0.4603976,0.3143335],"study_design_scores_gemma":[0.00005712329,0.0005496934,0.2321657,0.002833647,0.00005449131,0.005552066,0.09311986,0.0004525098,0.0002971298,0.004978855,0.659808,0.0001309353],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1796984,0.08486091,0.0005969761,0.6272629,0.007954067,0.00003278684,0.00110844,0.00005438,0.0984312],"genre_scores_gemma":[0.7334524,0.1397877,0.0008990366,0.09346145,0.00824431,0.00005229344,0.0005715115,0.00003908083,0.02349218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02051211,"threshold_uncertainty_score":0.06861985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05457404823034287,"score_gpt":0.2603283569260209,"score_spread":0.205754308695678,"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."}}