{"id":"W2995281788","doi":"10.2196/15598","title":"Use of Teleconsultations in a Regional Stereotactic Radiosurgery Service: Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiosurgery; Patient satisfaction; Service (business); Medical emergency; Family medicine; Cohort; Emergency medicine; Surgery; Internal medicine; Radiation therapy","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":[0.002695271,0.0004836229,0.0004046477,0.001027297,0.001263957,0.001009835,0.0006913336,0.000739618,0.002889449],"category_scores_gemma":[0.01034177,0.0003664594,0.0007915398,0.001027343,0.00077481,0.00110883,0.0009206679,0.001086153,0.0005683353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386628,"about_ca_system_score_gemma":0.002052043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273797,"about_ca_topic_score_gemma":0.01687361,"domain_scores_codex":[0.9969055,0.001588179,0.0002348997,0.0002194988,0.0004587934,0.0005930058],"domain_scores_gemma":[0.9900686,0.003214202,0.002184895,0.0004296018,0.001700708,0.002401875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006087468,0.03330147,0.8915086,0.000397565,0.000194291,0.002663265,0.01729776,0.0003942638,0.00234927,0.0001189899,0.00145593,0.04423106],"study_design_scores_gemma":[0.0009365515,0.08046462,0.8901364,0.00007848295,0.000158217,0.001946995,0.02204282,0.001752956,0.0007051903,0.00004831452,0.001649733,0.00007967298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992607,0.00002120529,0.00004508618,0.00003823052,0.000004303506,0.0002006252,0.00007464115,0.000004734917,0.0003504107],"genre_scores_gemma":[0.9991238,0.00005898119,0.0001857191,0.00009177282,0.00001516572,0.0002245761,0.0001181203,0.000004662422,0.0001772938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273797,"threshold_uncertainty_score":0.02532762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2388708000508782,"score_gpt":0.4800477632343057,"score_spread":0.2411769631834275,"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."}}