{"id":"W4385394695","doi":"10.1111/medu.15173","title":"Disembodied, dehumanised but safe and feasible: The social‐spatial flow of a pandemic OSCE","year":2023,"lang":"en","type":"article","venue":"Medical Education","topic":"Legal, Health, Environmental and COVID-19 Challenges","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Affordance; Objective structured clinical examination; Documentation; Sociology; Process (computing); Space (punctuation); Psychology; Computer science; Medical education; Engineering ethics; Medicine; Engineering; Human–computer interaction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003501606,0.00009016266,0.0001824826,0.00004860193,0.0001656498,0.000005893137,0.00008401794,0.000114537,0.0003832518],"category_scores_gemma":[0.0003412358,0.00006015868,0.00004003571,0.0001239645,0.0002451189,0.00002915324,0.00004519013,0.000216683,0.00004941858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008793231,"about_ca_system_score_gemma":0.0008612947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005438832,"about_ca_topic_score_gemma":0.0001759291,"domain_scores_codex":[0.9989246,0.000071676,0.0002258449,0.0001821395,0.0004233638,0.0001723631],"domain_scores_gemma":[0.9995045,0.0001230402,0.00006801513,0.000141231,0.00002018574,0.0001430253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004231017,0.001541864,0.06497248,0.001664641,0.0001079321,0.00001113159,0.01958995,0.000001374238,0.001642429,0.002052999,0.04464324,0.8633488],"study_design_scores_gemma":[0.003640053,0.0003802586,0.9153916,0.0003792259,0.0002147398,0.00005031309,0.00861116,0.002448739,0.0002201705,0.003509133,0.06490342,0.0002511572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921557,0.0007175279,0.0000560187,0.07377619,0.0004082521,0.0004029671,0.000006831537,0.00005731347,0.003017897],"genre_scores_gemma":[0.9912139,0.00188856,0.00003090884,0.004993238,0.0005579038,0.00007032108,0.00005788873,0.00001273295,0.001174605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8630977,"threshold_uncertainty_score":0.4196339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564377854704586,"score_gpt":0.3465677201799776,"score_spread":0.3209239416329317,"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."}}