{"id":"W3159196858","doi":"10.1503/cjs.005918","title":"Improving value and access to specialty medical care for families: a pediatric surgery telehealth program","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Telehealth; Medicine; Subspecialty; Specialty; Telemedicine; Patient satisfaction; Family medicine; Medical home; Medical emergency; Reimbursement; Health care; Nursing; Primary care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125515,0.0001767556,0.00007579511,0.0003003007,0.0006542447,0.000471219,0.0005277133,0.0002812803,0.003007588],"category_scores_gemma":[0.002634166,0.00009802636,0.0001672222,0.0003644182,0.0003973769,0.000526226,0.0009587329,0.0004039353,0.0001185101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002524238,"about_ca_system_score_gemma":0.007652284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02622699,"about_ca_topic_score_gemma":0.05640002,"domain_scores_codex":[0.9995126,0.000171851,0.00001903247,0.00003676419,0.0001080513,0.0001517228],"domain_scores_gemma":[0.9977936,0.0005404519,0.0003069389,0.00005980035,0.0001795393,0.001119877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001769716,0.009803512,0.5121861,0.0006495303,0.00005935944,0.002229822,0.006580462,0.001441879,0.008661982,0.0004359376,0.004183788,0.451998],"study_design_scores_gemma":[0.0005559467,0.009745277,0.972392,0.0001983286,0.00006388581,0.001048294,0.005725203,0.00147203,0.001993399,0.000112709,0.006669303,0.00002357065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974321,0.00008055993,0.0002769389,0.0005544235,0.000005304355,0.0001913334,0.00004647757,0.00002243016,0.00139049],"genre_scores_gemma":[0.994962,0.0003551764,0.003638701,0.0001769757,0.00002197865,0.0002358519,0.0001041767,0.000003976978,0.0005011654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02622699,"threshold_uncertainty_score":0.0521487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04455062923798564,"score_gpt":0.3486928000101875,"score_spread":0.3041421707722018,"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."}}