{"id":"W4417274755","doi":"10.12927/hcq.2025.27740","title":"From The Editors","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; CARE Canada","funders":"","keywords":"Warrant; Mental health; Best practice; Health care; Mental healthcare; Healthcare system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008386526,0.002155543,0.001528556,0.003729567,0.003421325,0.01480666,0.003030384,0.007048441,0.08810771],"category_scores_gemma":[0.07484615,0.0007976358,0.001631397,0.001820453,0.001905183,0.006955606,0.003230924,0.01256126,0.0771971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800184,"about_ca_system_score_gemma":0.00585483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019236,"about_ca_topic_score_gemma":0.0027442,"domain_scores_codex":[0.9901789,0.001579603,0.001187166,0.001395713,0.00495228,0.00070636],"domain_scores_gemma":[0.9286797,0.01081057,0.003949727,0.002573929,0.043088,0.01089798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001742194,0.000008756359,0.00008177441,0.0001760812,0.000006484995,0.00007901516,0.0000385239,0.00001735337,0.00008911992,0.0004399387,0.9840343,0.01501118],"study_design_scores_gemma":[0.000009144724,0.00001189937,0.0001374217,0.0002912884,0.000009552482,0.000293046,0.00007680486,0.00003933009,0.00008864364,0.000587428,0.9984416,0.00001377955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001218896,0.005610026,0.0004773461,0.06473263,0.9232846,0.00003387975,0.0001193894,0.0001510905,0.005469004],"genre_scores_gemma":[0.001895201,0.00839956,0.0006979157,0.1015774,0.8330436,0.00009624845,0.0002239731,0.0002450063,0.05382102],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08810771,"threshold_uncertainty_score":0.2947496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431159626311297,"score_gpt":0.4492355517153075,"score_spread":0.4249239554521946,"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."}}