{"id":"W4200625747","doi":"10.36834/cmej.71373","title":"A proposed learning environment framework for virtual care","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health care; Context (archaeology); Space (punctuation); Coronavirus disease 2019 (COVID-19); Sociology; Psychology; Humanities; Nursing; Knowledge management; Medicine; Computer science; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002914881,0.0008074366,0.0003393018,0.002341116,0.00458421,0.01132935,0.003702709,0.004377111,0.02024682],"category_scores_gemma":[0.003532174,0.0003897671,0.001162364,0.001696772,0.01061989,0.009641645,0.008825972,0.003073202,0.002823564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006218091,"about_ca_system_score_gemma":0.009483254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008698439,"about_ca_topic_score_gemma":0.008128244,"domain_scores_codex":[0.9966222,0.001814037,0.0001479966,0.0003291258,0.0004958601,0.0005907378],"domain_scores_gemma":[0.9978824,0.00073856,0.0001800294,0.0001320077,0.0003762296,0.0006907031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007446555,0.00004127083,0.0003854475,0.00006364959,0.000003609091,0.000189565,0.003394206,0.001094455,0.0001010402,0.9835518,0.001712763,0.00945472],"study_design_scores_gemma":[0.00005307351,0.0001056484,0.001032304,0.000518652,0.0000220563,0.0008609495,0.01308457,0.01264734,0.0002717155,0.7564144,0.2149388,0.00005040194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01695899,0.001802935,0.3627942,0.02692989,0.000644778,0.0008084949,0.0002368172,0.0004926003,0.5893313],"genre_scores_gemma":[0.642722,0.002140949,0.294707,0.002607147,0.0002928857,0.00186088,0.0003325258,0.0001536455,0.05518293],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02024682,"threshold_uncertainty_score":0.06773239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254811715687905,"score_gpt":0.3909476947905169,"score_spread":0.3654665232217264,"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."}}