{"id":"W4413117909","doi":"","title":"Managing patient mental health disclosures in Canadian dental and dental hygiene programs.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dental hygiene; Dental health; Mental health; Mental hygiene; Hygiene; Medicine; Oral hygiene; Dentistry; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01039425,0.0004722821,0.0009441782,0.007922351,0.003994524,0.005044627,0.002616409,0.001648183,0.002991849],"category_scores_gemma":[0.04730255,0.0005005398,0.001148398,0.01161439,0.001977863,0.00237529,0.002829072,0.001433859,0.0002365531],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04241452,"about_ca_system_score_gemma":0.2585473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7056078,"about_ca_topic_score_gemma":0.8625876,"domain_scores_codex":[0.9897302,0.002847005,0.00167439,0.0004062353,0.004491372,0.0008506969],"domain_scores_gemma":[0.967734,0.01276766,0.005678555,0.0004561203,0.01102754,0.002336112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001347053,0.0001543995,0.01386605,0.2156411,0.000411503,0.0006350476,0.01922883,0.0002683431,0.0003189507,0.005385497,0.04428789,0.6996676],"study_design_scores_gemma":[0.0001278028,0.0002056109,0.06094765,0.4665006,0.001578024,0.001517624,0.05072023,0.0002219858,0.0005878626,0.001644713,0.4157721,0.0001757829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01223797,0.9531451,0.0003708405,0.01932374,0.0007057377,0.0004584309,0.0007482508,0.00002759964,0.01298226],"genre_scores_gemma":[0.1174248,0.8714914,0.003511517,0.00548505,0.0002530447,0.0004264028,0.0005394403,0.00001062423,0.0008577249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9575855,"threshold_uncertainty_score":0.5922519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042043539880935,"score_gpt":0.261532020722677,"score_spread":0.2511115853238677,"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."}}