{"id":"W4225395690","doi":"10.1096/fasebj.2022.36.s1.r4007","title":"Using Q‐Methodology to Evaluate Student Perceptions of Online Anatomy in the Time of COVID‐19","year":2022,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University; McMaster University","funders":"","keywords":"Psychology; Perception; Mathematics education; Medical education; Coronavirus disease 2019 (COVID-19); Ambivalence; Space (punctuation); Medicine; Computer science; Social psychology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02552947,0.0005140653,0.0006523078,0.002347735,0.001042279,0.00207771,0.0007009563,0.0007090488,0.002890037],"category_scores_gemma":[0.05871043,0.0003247295,0.0007307021,0.001869587,0.001503774,0.00193691,0.002099562,0.001231618,0.0006528078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213847,"about_ca_system_score_gemma":0.001708191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007935415,"about_ca_topic_score_gemma":0.001023579,"domain_scores_codex":[0.9867066,0.007785355,0.001181585,0.0007542903,0.002709698,0.0008625346],"domain_scores_gemma":[0.9286381,0.0430445,0.0111837,0.001976468,0.01262896,0.002528375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001712503,0.005639729,0.708917,0.00066185,0.0001174056,0.0003428566,0.09183745,0.001533709,0.007660648,0.002379242,0.002684809,0.1765127],"study_design_scores_gemma":[0.0002566976,0.01558073,0.8280632,0.0002504572,0.00006571679,0.0003374261,0.1167759,0.01348967,0.008247234,0.003520278,0.01320465,0.0002080591],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914781,0.00002375235,0.005334705,0.0001779584,0.0000222097,0.0009591281,0.0001393076,0.00002895598,0.001835831],"genre_scores_gemma":[0.9831727,0.00005568668,0.01251335,0.0001587401,0.00001437073,0.00279004,0.0001670045,0.00001632192,0.001111847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02552947,"threshold_uncertainty_score":0.1350144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08870901276163164,"score_gpt":0.4000535224079086,"score_spread":0.311344509646277,"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."}}