{"id":"W4409949762","doi":"10.1027/0227-5910/a000998","title":"Examining the Perceptions and Attitudes of Nova Scotia's Healthcare Workers Toward Suicidal Youth and Their Families","year":2025,"lang":"en","type":"article","venue":"Crisis","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Izaak Walton Killam Health Centre","funders":"","keywords":"Anxiety; Generalizability theory; Clinical psychology; Psychology; Nonprobability sampling; Psychological intervention; Mental health; Nova scotia; Descriptive statistics; Health care; Medicine; Psychiatry; Developmental psychology; Population; Environmental health","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":[0.001189538,0.0002039745,0.0001714589,0.0004837785,0.00156703,0.0008400481,0.0004505646,0.0002962809,0.00215805],"category_scores_gemma":[0.002774127,0.0001875431,0.0002771116,0.0003536445,0.0006096352,0.0002234886,0.0009767578,0.0005579619,0.0002557586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004481263,"about_ca_system_score_gemma":0.00856109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7007568,"about_ca_topic_score_gemma":0.8443267,"domain_scores_codex":[0.9993485,0.0001649708,0.00004030676,0.00004119183,0.0001291556,0.0002759884],"domain_scores_gemma":[0.9973144,0.0002728468,0.0006955782,0.0000657784,0.0006941319,0.0009573244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005349881,0.00007161541,0.9809237,0.00007286921,0.00001728235,0.0001654555,0.01042498,0.00003985063,0.0003513489,0.00002524068,0.0007550304,0.007099131],"study_design_scores_gemma":[0.000004262944,0.00009287364,0.968502,0.0001388857,0.000006642214,0.00005951854,0.03045424,0.00005514138,0.00006830762,0.000009854713,0.0006029161,0.000005286371],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988995,0.00009252918,0.00001637221,0.0002142623,0.000007260569,0.00001467873,0.00008891768,9.691399e-7,0.0006655779],"genre_scores_gemma":[0.9991078,0.0001501461,0.00007876255,0.000137441,0.000003974162,0.00001498822,0.00008332108,6.488625e-7,0.0004229564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2992432,"threshold_uncertainty_score":0.602011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08810958806046246,"score_gpt":0.3513292795639324,"score_spread":0.2632196915034699,"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."}}