{"id":"W3160161847","doi":"10.1096/fasebj.2021.35.s1.03148","title":"Insights Arising from Virtual Laboratory Experiences of 2020. A Focus on Financial and Ethical Challenges of Face‐to‐Face and Online Physiology Laboratories","year":2021,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada; University of Toronto","funders":"","keywords":"Enthusiasm; Face (sociological concept); Face-to-face; Medical education; Curriculum; Physiology; Psychology; Medicine; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03664175,0.0008881485,0.0008361843,0.001736419,0.02051133,0.02652074,0.004545091,0.006133858,0.005972574],"category_scores_gemma":[0.03779646,0.0008148895,0.0008636239,0.0009126776,0.02954262,0.01686954,0.02828345,0.01283212,0.001180341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007495362,"about_ca_system_score_gemma":0.008265607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004161337,"about_ca_topic_score_gemma":0.007413305,"domain_scores_codex":[0.9509067,0.03970873,0.0005054707,0.001320425,0.003209458,0.004349222],"domain_scores_gemma":[0.9608427,0.01925741,0.002179709,0.001418634,0.003202953,0.01309861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000803908,0.0001475154,0.001755115,0.0001638969,0.000009548186,0.001405901,0.9597217,0.0001611191,0.0007126487,0.01580543,0.008937117,0.0110996],"study_design_scores_gemma":[0.000007770467,0.00009827678,0.0008749638,0.0002341648,0.000004456522,0.0004174185,0.9407924,0.0001401423,0.000237231,0.002771326,0.05437947,0.00004250244],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7860019,0.004335036,0.0115493,0.0955042,0.003062474,0.0002078365,0.0001676366,0.0002112564,0.09896038],"genre_scores_gemma":[0.9773258,0.001272489,0.001797142,0.008348507,0.000284696,0.0001517218,0.00005416863,0.0001634881,0.01060193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03664175,"threshold_uncertainty_score":0.1937824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114214138384764,"score_gpt":0.2328924322377814,"score_spread":0.2217502908539338,"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."}}