{"id":"W2630719143","doi":"10.1097/bco.0000000000000290","title":"From “surgical gatekeepers” to “patient navigators”","year":2015,"lang":"en","type":"article","venue":"Current Orthopaedic Practice","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital; Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Physical therapy; Referral; Osteoarthritis; Conservative management; Nonsteroidal; Surgery; Internal medicine; Alternative medicine; 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":[0.008793768,0.0004022047,0.0002392654,0.0009525646,0.00549594,0.003523623,0.001659025,0.001886015,0.01133691],"category_scores_gemma":[0.02994334,0.0004240223,0.0003209885,0.0008454034,0.006644014,0.003331719,0.007406866,0.003029459,0.001524176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003058545,"about_ca_system_score_gemma":0.0093933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004395196,"about_ca_topic_score_gemma":0.008941702,"domain_scores_codex":[0.9847159,0.008801835,0.0006770209,0.001408917,0.002348008,0.00204839],"domain_scores_gemma":[0.9663535,0.009142471,0.005398794,0.001129827,0.00341655,0.01455888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000511873,0.0006300861,0.3252488,0.001920126,0.0001296958,0.004021045,0.1962738,0.0005081498,0.003894912,0.01921627,0.1814198,0.2662255],"study_design_scores_gemma":[0.0001770647,0.001679399,0.1888088,0.003490109,0.00008759578,0.009508518,0.4526114,0.002136842,0.001682574,0.02030544,0.3191678,0.0003443998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7816759,0.002853499,0.00869407,0.1640575,0.001399381,0.0002727965,0.0003340878,0.0005807046,0.04013202],"genre_scores_gemma":[0.9682344,0.001101,0.002693734,0.02456094,0.0001950446,0.0001045557,0.0001017915,0.00007793874,0.002930559],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01133691,"threshold_uncertainty_score":0.04650646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04120345805929229,"score_gpt":0.3450802872534289,"score_spread":0.3038768291941366,"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."}}