{"id":"W3112184467","doi":"10.1097/01.bonej.0000725720.96691.b8","title":"Virtual Clinic Effective Alternative to In-Person Follow-Up","year":2020,"lang":"en","type":"article","venue":"Lippincott s Bone and Joint Newsletter","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Accreditation; Continuing medical education; Continuing education; Medical education; Position (finance); Medicine; Family medicine; Political science; Business; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007350744,0.000198187,0.0006239234,0.0001972116,0.00005085287,0.00002304664,0.0000482737,0.0001252142,0.000456945],"category_scores_gemma":[0.009711142,0.0001539969,0.0001063689,0.0003301236,0.00007865118,0.0001032755,0.00008113911,0.0007503994,0.0007842307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116254,"about_ca_system_score_gemma":0.0003334942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002534881,"about_ca_topic_score_gemma":0.00003422349,"domain_scores_codex":[0.9976525,0.0001517917,0.0003930425,0.0004570799,0.0005195366,0.0008260451],"domain_scores_gemma":[0.9950039,0.0002665062,0.00005594154,0.000173149,0.0000603978,0.004440067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005092509,0.00027197,0.01543193,0.0005996327,0.0001512371,0.002301346,0.01477392,0.000001604037,0.03733406,0.00007862238,0.604738,0.3192252],"study_design_scores_gemma":[0.02972224,0.01943507,0.1711991,0.001806608,0.0001223387,0.0001565844,0.002076547,0.0009660394,0.01415529,0.0001415834,0.7593147,0.0009039359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7131569,0.0001171084,0.000564357,0.2824402,0.000216015,0.001065277,0.000006965112,0.00003567199,0.002397548],"genre_scores_gemma":[0.6916661,0.00008211855,0.0002359322,0.305872,0.0009155449,0.00006392014,0.000008274052,0.00002250002,0.001133642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3183213,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134760401082819,"score_gpt":0.3725655397948974,"score_spread":0.2590894996866155,"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."}}