{"id":"W2103716505","doi":"10.3109/13561820.2011.640758","title":"A cross-institutional examination of readiness for interprofessional learning","year":2012,"lang":"en","type":"article","venue":"Journal of Interprofessional Care","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Alberta","funders":"","keywords":"Confirmatory factor analysis; Interprofessional education; Curriculum; Medical education; Psychology; Government (linguistics); Scale (ratio); Variance (accounting); Pedagogy; Political science; Medicine; Health care; Structural equation modeling; Business; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00236257,0.0002782311,0.0005708365,0.0005472549,0.0009400534,0.0000141544,0.0004139698,0.0004150109,0.001647128],"category_scores_gemma":[0.001677329,0.0002088677,0.000342075,0.000394965,0.0001698384,0.00107127,0.0001720055,0.001305061,0.00004926005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007014824,"about_ca_system_score_gemma":0.003782353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002133063,"about_ca_topic_score_gemma":0.00001765167,"domain_scores_codex":[0.9955718,0.0009291345,0.001894059,0.0002082741,0.0008868473,0.0005098798],"domain_scores_gemma":[0.9910359,0.001435931,0.002098055,0.000190537,0.004968752,0.0002708318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01634623,0.001206677,0.7922698,0.002432344,0.000330691,0.000006433595,0.06503996,0.0002578033,0.03376392,0.04903127,0.00950968,0.02980525],"study_design_scores_gemma":[0.006341652,0.001283912,0.7740354,0.01359291,0.0002269398,0.0001225874,0.167671,0.0005541252,0.006381991,0.001302053,0.02767982,0.0008076768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972048,0.0009150681,0.006970669,0.0005334875,0.01492985,0.0006642112,0.00007774057,0.0000272972,0.003833622],"genre_scores_gemma":[0.9861743,0.00001216564,0.004677129,0.0004677883,0.002313685,0.0001528821,0.0001912443,0.00004195473,0.005968839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.102631,"threshold_uncertainty_score":0.9992655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03629885968564328,"score_gpt":0.4746210283523261,"score_spread":0.4383221686666828,"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."}}