{"id":"W2097747515","doi":"10.3109/13561820.2011.561936","title":"Who's who in healthcare: findings from a student-led interprofessional pilot project","year":2011,"lang":"en","type":"article","venue":"Journal of Interprofessional Care","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; CARE Canada","funders":"","keywords":"Health care; Health professionals; Healthcare delivery; Interprofessional education; Nursing; Medical education; Medicine; Psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001423388,0.0005430116,0.001116494,0.001149849,0.0006900642,0.00003130431,0.001117326,0.0005535571,0.00311906],"category_scores_gemma":[0.0005161155,0.0004070308,0.0003179679,0.0009046942,0.0001343714,0.0008736543,0.0005326869,0.003632513,0.0002135315],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552296,"about_ca_system_score_gemma":0.008217123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003055444,"about_ca_topic_score_gemma":0.003994282,"domain_scores_codex":[0.9920864,0.002249487,0.002888841,0.0005728652,0.00138409,0.0008183919],"domain_scores_gemma":[0.9943881,0.0009019562,0.001605757,0.0004740453,0.002248366,0.0003817718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01935861,0.001047803,0.8217562,0.0003081736,0.0001667507,0.0001444865,0.1147783,0.0000011986,0.002165685,0.005565593,0.03323064,0.001476581],"study_design_scores_gemma":[0.005199936,0.001848267,0.7554032,0.02114101,0.00007143513,0.00002659157,0.2087597,0.00004732839,0.0005222417,0.004269476,0.002039481,0.0006713052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760866,0.0008955432,0.0001512813,0.004263229,0.01252978,0.001222363,0.000124584,0.00004970128,0.004676957],"genre_scores_gemma":[0.9862957,0.00007636077,0.002302064,0.005696778,0.001040281,0.0002334559,0.00009552236,0.0000861533,0.004173664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09398149,"threshold_uncertainty_score":0.9998382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05817424177529941,"score_gpt":0.4590009576349223,"score_spread":0.4008267158596229,"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."}}