{"id":"W4283821133","doi":"10.1111/medu.14867","title":"Building a theoretical model for virtual interprofessional education","year":2022,"lang":"en","type":"article","venue":"Medical Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University","funders":"McMaster University","keywords":"Interprofessional education; Medical education; Psychology; Computer science; Medicine; Health care; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005331588,0.0007813184,0.0004117808,0.003633736,0.004240584,0.00680885,0.003612354,0.002498444,0.00884697],"category_scores_gemma":[0.005757248,0.0003921278,0.001279629,0.002582964,0.01474283,0.009192907,0.005791761,0.003597701,0.001058775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009015507,"about_ca_system_score_gemma":0.007191847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006171845,"about_ca_topic_score_gemma":0.005027045,"domain_scores_codex":[0.9964091,0.002389407,0.0001206235,0.0002666559,0.0004777762,0.0003364019],"domain_scores_gemma":[0.9951293,0.003206224,0.0002605057,0.0002859677,0.000610125,0.0005077974],"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":[0.00000727069,0.00004720404,0.0004985658,0.0001182845,0.00000660326,0.0001635931,0.01366678,0.00223581,0.0000757934,0.971912,0.0009212672,0.01034697],"study_design_scores_gemma":[0.00003858191,0.000070674,0.0005392603,0.0007647243,0.00001937736,0.0003371472,0.0268079,0.02196075,0.0002031725,0.9019865,0.04724134,0.00003053853],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05490195,0.002208825,0.5620298,0.02686751,0.0004847511,0.001007435,0.0001879108,0.0002420444,0.3520697],"genre_scores_gemma":[0.8282444,0.001502521,0.1579889,0.001420387,0.00008006295,0.001844228,0.000185374,0.00004562693,0.008688526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009015507,"threshold_uncertainty_score":0.06541234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773048301802963,"score_gpt":0.4702290082153854,"score_spread":0.4524985251973558,"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."}}