{"id":"W4414343815","doi":"10.4018/979-8-3693-2230-7.ch013","title":"The Future of Interprofessional Collaboration","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Interprofessional education; Health care; Collaborative Care; MEDLINE; Patient care","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":[0.00316807,0.0005878788,0.0004390399,0.001223346,0.00419919,0.01153154,0.001322522,0.003446698,0.01209605],"category_scores_gemma":[0.00278652,0.0003409885,0.00060273,0.001418552,0.005724043,0.01094073,0.007664181,0.005563529,0.003492488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003596332,"about_ca_system_score_gemma":0.008432216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060711,"about_ca_topic_score_gemma":0.00273045,"domain_scores_codex":[0.9957314,0.002044589,0.000113796,0.0002823215,0.001367187,0.0004606595],"domain_scores_gemma":[0.9971494,0.001496666,0.00009494632,0.0002527285,0.0004173449,0.0005888988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001246797,0.00003171984,0.0001164362,0.0004570356,0.0000100849,0.0001643823,0.007624798,0.0004865794,0.0001881369,0.7768573,0.05949685,0.1545541],"study_design_scores_gemma":[0.000004649852,0.00001981962,0.0001118243,0.0009983822,0.000004150473,0.0003245208,0.003675809,0.0003596571,0.0001105705,0.2327796,0.7615976,0.0000133912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003279557,0.1705629,0.02851048,0.05387039,0.004526875,0.00008518025,0.00004277861,0.0002808516,0.7388411],"genre_scores_gemma":[0.2164563,0.2302978,0.06666981,0.02821816,0.005049931,0.0006499584,0.000272801,0.0003049618,0.4520804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01209605,"threshold_uncertainty_score":0.0404653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472821496852616,"score_gpt":0.4104537617632448,"score_spread":0.3957255467947187,"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."}}