{"id":"W3168476301","doi":"10.2196/27259","title":"An Environmental Scan of Virtual “Walk-In” Clinics in Canada: Comparative Study","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Academic Health Science Network; University of British Columbia; Providence Health Care; Simon Fraser University","funders":"Simon Fraser University","keywords":"Payment; Business; Health care; Medicine; Finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001659066,0.0004597453,0.0006463166,0.01062824,0.00504022,0.002258542,0.002034092,0.0007129346,0.004563728],"category_scores_gemma":[0.006697399,0.0005884321,0.0009650086,0.02878857,0.002150288,0.001003306,0.002570923,0.0006927694,0.000388677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04286732,"about_ca_system_score_gemma":0.07061329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890289,"about_ca_topic_score_gemma":0.994247,"domain_scores_codex":[0.9959972,0.0003631013,0.0003127471,0.0004854896,0.001581055,0.001260434],"domain_scores_gemma":[0.990573,0.001348156,0.002034396,0.0002844332,0.004417295,0.001342685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002106787,0.0002603632,0.954143,0.001187812,0.0001770945,0.001342284,0.01791569,0.0003226871,0.0004925741,0.0008761087,0.003943535,0.01912801],"study_design_scores_gemma":[0.00001366854,0.00009698849,0.9695855,0.0002733502,0.00007050406,0.0003531174,0.02416029,0.0003306907,0.0001098415,0.00006401018,0.004900021,0.00004195224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733437,0.00147046,0.0003785988,0.0004618886,0.00001113851,0.0004640085,0.01726342,0.00003113878,0.006575633],"genre_scores_gemma":[0.9909447,0.001466188,0.0008821922,0.0003607513,0.00001192763,0.0002154319,0.005009617,0.00002096717,0.001088095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04286732,"threshold_uncertainty_score":0.3110256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489763247925349,"score_gpt":0.5213586628967132,"score_spread":0.3723823381041782,"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."}}