{"id":"W2911439086","doi":"10.1093/heapro/day109","title":"Mental Health Navigation – a Model","year":2018,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Medical emergency; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003112526,0.0002084804,0.000313267,0.0002550953,0.002208949,0.00001716639,0.000290893,0.0002417387,0.001503028],"category_scores_gemma":[0.0001036587,0.0002094266,0.00007139421,0.0002311115,0.0001295287,0.0003202445,0.00008989761,0.0008427214,0.00186602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367944,"about_ca_system_score_gemma":0.001842859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004971977,"about_ca_topic_score_gemma":0.0002490406,"domain_scores_codex":[0.9956579,0.001007044,0.00128122,0.0005615956,0.000572862,0.0009193885],"domain_scores_gemma":[0.9979048,0.00009281913,0.0007510552,0.0003213124,0.0004535925,0.0004764656],"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":[0.0003572454,0.001432033,0.02270845,0.001231335,0.0001083235,0.000003324472,0.0715845,0.00005524035,0.0002760135,0.1598787,0.5344338,0.207931],"study_design_scores_gemma":[0.008277187,0.003691751,0.06554213,0.003605071,0.000009931838,0.00008665532,0.003770631,0.1493535,0.00006180334,0.05482975,0.7098085,0.000963079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2378055,0.0002266089,0.1188204,0.5148621,0.02397572,0.005645229,0.0004000811,0.0009827394,0.09728161],"genre_scores_gemma":[0.9346808,0.000442761,0.007631006,0.04461773,0.003728061,0.0003376355,0.001005404,0.00006926298,0.007487315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6968753,"threshold_uncertainty_score":0.9994097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154129911351652,"score_gpt":0.5286014151563228,"score_spread":0.4131884240211576,"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."}}