{"id":"W4283732288","doi":"10.2196/36681","title":"Should Expert Surgeon Guidance Be Given Remotely? Comment on “User Experience in Remote Surgical Consultation: Survey Study of User Acceptance and Satisfaction in Real-Time Use of a Telemedicine Service”","year":2022,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; User satisfaction; Service (business); Multimedia; Computer science; Human–computer interaction; Health care; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006953324,0.0008149577,0.000734813,0.0007373868,0.00585274,0.002278676,0.002392709,0.03334073,0.01194176],"category_scores_gemma":[0.05655779,0.0006735065,0.001775601,0.0007796595,0.002110472,0.002683012,0.002011761,0.01618247,0.007938644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004042579,"about_ca_system_score_gemma":0.004977507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03072427,"about_ca_topic_score_gemma":0.04854681,"domain_scores_codex":[0.9927768,0.001697383,0.001239436,0.0008269916,0.002370075,0.001089407],"domain_scores_gemma":[0.9526796,0.02704039,0.004919685,0.001020381,0.01154774,0.002792218],"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":[0.0001615843,0.0001098012,0.009530874,0.0003463555,0.00005274241,0.002304568,0.004333277,0.0001903347,0.001236848,0.001323112,0.9709581,0.009452479],"study_design_scores_gemma":[0.000225118,0.0006757749,0.05587484,0.00197907,0.0002118182,0.003839015,0.04061631,0.001316416,0.003869062,0.002254619,0.8885856,0.0005524041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01137213,0.0006140191,0.0007069338,0.961624,0.02024343,0.00009669871,0.0006434054,0.0003328785,0.004366491],"genre_scores_gemma":[0.01908808,0.0003929418,0.000385522,0.9698169,0.005055924,0.0001511432,0.0001018296,0.0000418306,0.004965807],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03334073,"threshold_uncertainty_score":0.06109083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1507407635988454,"score_gpt":0.4182031189968136,"score_spread":0.2674623553979682,"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."}}