{"id":"W3173268318","doi":"10.2196/29690","title":"Clinician Perspectives on Telemedicine: Observational Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Telemedicine; Cross-sectional study; Medicine; Health care; Political science; Pathology","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":[0.004641871,0.0002691877,0.000526941,0.001532761,0.001522087,0.001485848,0.0006448624,0.0009391718,0.002818153],"category_scores_gemma":[0.01481525,0.000890024,0.0004027756,0.002135435,0.0006713354,0.001668427,0.001499322,0.00142623,0.0008694034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137184,"about_ca_system_score_gemma":0.001913032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007336055,"about_ca_topic_score_gemma":0.01036449,"domain_scores_codex":[0.9959557,0.00179108,0.0006368437,0.0004630299,0.000714894,0.000438562],"domain_scores_gemma":[0.9803924,0.006917223,0.0074487,0.0005794943,0.00272776,0.001934419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005343872,0.0004092917,0.9895316,0.00008281544,0.00001903092,0.0001563318,0.00738063,0.00001904699,0.0001742732,0.00002107172,0.0004093042,0.001743151],"study_design_scores_gemma":[0.00004672481,0.001106224,0.9484856,0.000199043,0.0000400436,0.0008278626,0.04713525,0.000354229,0.0002226505,0.00003663676,0.001523324,0.00002230166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982244,0.0001330365,0.0001535048,0.0001640225,0.000005807409,0.0001573556,0.0005425983,0.000003777307,0.0006154877],"genre_scores_gemma":[0.9980918,0.0002684961,0.0004144333,0.0003739263,0.00001821189,0.0003205375,0.0003552646,0.000003844459,0.0001535056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007336055,"threshold_uncertainty_score":0.02454889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1701563288708453,"score_gpt":0.4811610906494491,"score_spread":0.3110047617786039,"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."}}