{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326944,0.0005636573,0.0002509788,0.00131574,0.003561468,0.005905543,0.001943154,0.003032335,0.02089317],"category_scores_gemma":[0.002262325,0.0003393403,0.000864665,0.001387817,0.004613098,0.006201616,0.003444252,0.002128549,0.003158083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006612598,"about_ca_system_score_gemma":0.01084027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03436833,"about_ca_topic_score_gemma":0.02293415,"domain_scores_codex":[0.9989183,0.0005752498,0.00003148396,0.0001494788,0.0001507545,0.0001747692],"domain_scores_gemma":[0.9987661,0.0004634005,0.00007569757,0.00006296626,0.000239119,0.0003928099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001674286,0.0000871693,0.00139887,0.00003828865,0.000006577383,0.000202507,0.002793982,0.002399336,0.00003657545,0.979359,0.005653108,0.008007721],"study_design_scores_gemma":[0.0001156621,0.0001237612,0.001519302,0.0003270296,0.00003188388,0.000897046,0.009021357,0.02636041,0.00008812401,0.8030367,0.1584315,0.00004710964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0404801,0.001383597,0.08566555,0.07758354,0.000509629,0.0003947574,0.0005591161,0.0002943621,0.7931294],"genre_scores_gemma":[0.8656538,0.002523675,0.05083422,0.004730935,0.0002582679,0.0009321282,0.000599192,0.00008313009,0.07438474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03436833,"threshold_uncertainty_score":0.06989455,"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."}}