{"id":"W4313431421","doi":"10.2196/preprints.45287","title":"Evaluation Strategies for Understanding Experiences With Virtual Care in Canada: Mixed Methods Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Health care; Set (abstract data type); Psychology; Quality (philosophy); Medical education; Nursing; Medicine; Computer science; World Wide Web; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09094196,0.000786089,0.001277835,0.004348439,0.01572686,0.008740785,0.003035039,0.001344827,0.00389765],"category_scores_gemma":[0.1017005,0.001291808,0.001411458,0.009039262,0.004795699,0.003319887,0.006491117,0.00164591,0.0003093427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1026247,"about_ca_system_score_gemma":0.2003196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8290035,"about_ca_topic_score_gemma":0.8800973,"domain_scores_codex":[0.9311278,0.04136945,0.007270094,0.00330485,0.01091246,0.006015359],"domain_scores_gemma":[0.8881291,0.05369277,0.008950213,0.003618213,0.0405716,0.005038057],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004767714,0.001101917,0.1123184,0.003169602,0.0001688375,0.0005555876,0.7801778,0.0003034536,0.0007629874,0.004093084,0.006896044,0.08997564],"study_design_scores_gemma":[0.0002249371,0.000785267,0.1083176,0.004238995,0.0001766992,0.0001539487,0.8492168,0.001202388,0.001457069,0.0008169948,0.03322206,0.0001873243],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9481681,0.003014402,0.008210242,0.005740365,0.0001568292,0.02112915,0.002322778,0.00007722221,0.01118103],"genre_scores_gemma":[0.9395252,0.002164866,0.01903246,0.004423079,0.00005285534,0.0304419,0.0008275958,0.00007267963,0.00345934],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.909058,"threshold_uncertainty_score":0.7445978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1654564077818228,"score_gpt":0.4713352220654808,"score_spread":0.305878814283658,"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."}}