{"id":"W4309883252","doi":"10.1177/08404704221134872","title":"Regulating for-profit virtual care in Canada: Implications for medical profession regulators and policy-makers","year":2022,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Licensure; Equity (law); Business; For profit; Professional standards; Public relations; Nursing; Medicine; Political science; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005266698,0.0001565312,0.0002996695,0.0003338801,0.0006328385,0.00000638694,0.0001072485,0.00005067895,0.00002683667],"category_scores_gemma":[0.0001066408,0.0001583858,0.00004302709,0.0004284764,0.00002575578,0.00004584397,0.0001944981,0.0002113816,1.539972e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002119967,"about_ca_system_score_gemma":0.002368029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2270046,"about_ca_topic_score_gemma":0.632843,"domain_scores_codex":[0.9977223,0.00007233131,0.0006307793,0.0004114956,0.000493594,0.0006695143],"domain_scores_gemma":[0.9990003,0.000136609,0.0001780089,0.0002779509,0.00009624541,0.000310887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003832489,0.00001452752,0.4545581,0.001976331,0.00003498615,0.00000693427,0.000882193,0.00001324654,0.000004839187,0.07135843,0.02067949,0.4500876],"study_design_scores_gemma":[0.00909875,0.001700082,0.7510788,0.0003175845,0.00007719058,0.00004113644,0.1326867,0.001156336,0.00002665123,0.002218284,0.1013082,0.0002902906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5270718,0.0005637074,0.0007718774,0.4631984,0.0004000521,0.007423406,0.0002600865,0.00006667341,0.0002439812],"genre_scores_gemma":[0.9795493,0.00006098031,0.001110954,0.01479631,0.0001461291,0.003128108,0.0009037124,0.00003767247,0.0002667814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4524775,"threshold_uncertainty_score":0.7781428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149831574786733,"score_gpt":0.3634522300201056,"score_spread":0.3419539142722383,"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."}}