{"id":"W2139803459","doi":"10.1186/1744-859x-11-20","title":"Reducing treatment delay for early intervention: evaluation of a community based crisis helpline","year":2012,"lang":"en","type":"article","venue":"Annals of General Psychiatry","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Lawson Health Research Institute; University of Toronto; London Health Sciences Centre","funders":"University of Mumbai; University of Toronto; Lawson Health Research Institute","keywords":"Psychiatry; Helpline; Medicine; Psychosis; Crisis intervention; Suicidal ideation; Intervention (counseling); Suicide prevention; Psychology; Poison control; Medical emergency; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002026613,0.0001752895,0.0003216028,0.0001741679,0.0001307932,0.000005693556,0.0001802347,0.0001259458,0.0003244386],"category_scores_gemma":[0.000004755007,0.0001619913,0.0003852845,0.0002271113,0.00002996988,0.0001186698,0.00002103372,0.0001022658,0.00001109829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003956713,"about_ca_system_score_gemma":0.00008938915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124851,"about_ca_topic_score_gemma":0.0008215027,"domain_scores_codex":[0.9979852,0.000531471,0.0006871766,0.0001540661,0.000275476,0.0003665482],"domain_scores_gemma":[0.9983965,0.00007637122,0.0004745331,0.0005339989,0.0003774095,0.0001412211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008527595,0.03986618,0.1620021,0.004035012,0.002841564,4.421569e-7,0.05983856,0.0006044945,0.001247108,0.0100504,0.3710298,0.3399568],"study_design_scores_gemma":[0.04334727,0.03205992,0.772696,0.001248439,0.004050365,0.00004374774,0.06249455,0.001943498,0.02893748,0.01786258,0.03318964,0.002126586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837283,0.007430344,0.0002936299,0.001989375,0.003894796,0.0007013012,0.0001567314,0.00002107599,0.001784379],"genre_scores_gemma":[0.9943765,0.00003043402,0.002538454,0.00171322,0.0007462598,0.000199027,0.0001787431,0.00002305367,0.0001943373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6106938,"threshold_uncertainty_score":0.9953357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2075649045594841,"score_gpt":0.4835863640373785,"score_spread":0.2760214594778945,"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."}}