{"id":"W2580890436","doi":"","title":"SURGICAL PRE-ASSESSMENT OF ELECTIVE ORTHOPAEDIC CONDITIONS USING REMOTE VIDEO-CONFERENCING: PROSPECTIVE STUDY","year":2015,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery-british Volume","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ankle; Prospective cohort study; Orthopedic surgery; Arthroplasty; Health care; Physical therapy; Medical record; Medical emergency; General surgery; Surgery","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":[0.001760479,0.0005953662,0.0005277892,0.001383052,0.0009957289,0.0009008212,0.0005217462,0.0009918942,0.005862098],"category_scores_gemma":[0.004235825,0.0008880981,0.0008292387,0.001322526,0.0007244087,0.001230654,0.0009735865,0.00118966,0.00120187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004090908,"about_ca_system_score_gemma":0.0008519937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255645,"about_ca_topic_score_gemma":0.003452268,"domain_scores_codex":[0.9984984,0.0004611707,0.0002177822,0.0003146284,0.000229378,0.0002785484],"domain_scores_gemma":[0.9960554,0.001265248,0.001154877,0.0002851318,0.0004479123,0.0007915269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006025117,0.001422736,0.994846,0.0000868104,0.00004040201,0.0005073923,0.0005839644,0.00002136322,0.0002016694,0.00002084332,0.00008220939,0.001584122],"study_design_scores_gemma":[0.0001092529,0.009706289,0.9829311,0.00005990456,0.00008478518,0.001898399,0.004467656,0.0001313785,0.0001035585,0.00003422209,0.0004503571,0.00002314386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999113,0.0001869467,0.00007632738,0.00001413982,0.000006086995,0.0001376802,0.0001035329,0.000001210527,0.0003611493],"genre_scores_gemma":[0.9987489,0.0002872078,0.0001946546,0.00006548293,0.00002389422,0.0001763176,0.0002644003,0.00000230691,0.0002366351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005862098,"threshold_uncertainty_score":0.01961064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583191415081159,"score_gpt":0.2986728727859131,"score_spread":0.2528409586351015,"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."}}