{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002992652,0.0001812889,0.001186779,0.0007512589,0.0001646055,0.0001718602,0.00005527992,0.0001363496,0.0000519895],"category_scores_gemma":[0.0005439092,0.0001870616,0.00025882,0.0005552528,0.0001147145,0.000804032,0.0001119666,0.0004390715,0.000002171462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448261,"about_ca_system_score_gemma":0.0005073458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044578,"about_ca_topic_score_gemma":0.001075857,"domain_scores_codex":[0.9971943,0.00009693602,0.001567701,0.0002599047,0.0005460492,0.0003351476],"domain_scores_gemma":[0.996474,0.00008223912,0.001650218,0.0001581994,0.001555038,0.00008031972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007762834,0.0004595646,0.9875494,0.0002335565,0.000191073,0.001561903,0.0001432656,0.00001666369,0.0001565782,0.0005682848,0.002526439,0.006515671],"study_design_scores_gemma":[0.002238337,0.0003602439,0.9791967,0.001001789,0.000194785,0.002830034,0.002857803,0.003299918,0.00001218768,0.004036556,0.003638338,0.000333371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996501,0.0005710212,0.000835944,0.0004389165,0.0004986632,0.0004443061,0.000007055868,0.00003737183,0.0006657013],"genre_scores_gemma":[0.9988537,0.00004645101,0.0002554003,0.00006033426,0.0006733197,0.000005007194,0.000003781964,0.00002589755,0.0000761339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009369925,"threshold_uncertainty_score":0.9961438,"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."}}