{"id":"W4237414075","doi":"10.1007/978-94-007-0753-5_102481","title":"Mental Health Indicators","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Mental health; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007897888,0.0009311492,0.0004242808,0.00356482,0.0005524044,0.001704732,0.000823097,0.000520555,0.1031143],"category_scores_gemma":[0.003076741,0.0002081596,0.0003961235,0.003795034,0.0004088863,0.001612333,0.001426244,0.001622299,0.04713738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509526,"about_ca_system_score_gemma":0.002173089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188676,"about_ca_topic_score_gemma":0.02264335,"domain_scores_codex":[0.999368,0.0001390855,0.00003531952,0.00007319484,0.0003259904,0.00005846029],"domain_scores_gemma":[0.9994481,0.0001107139,0.00003769193,0.00004393997,0.0002976652,0.00006192494],"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":[0.000006759963,0.00001313602,0.0004851197,0.00007519111,0.000004410696,0.000007434768,0.0000710546,0.0001127254,0.00003698977,0.03888011,0.8202449,0.1400621],"study_design_scores_gemma":[0.000001884098,0.000005357069,0.001319771,0.0001714613,0.000003333228,0.0000272825,0.00009436285,0.0001075442,0.00005509756,0.01559802,0.9826102,0.000005590438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008800809,0.009637844,0.006959063,0.01110325,0.003868588,0.0001206299,0.01857483,0.0005557171,0.9483001],"genre_scores_gemma":[0.01342499,0.01818831,0.008897801,0.003946216,0.001797484,0.0003109607,0.02642531,0.0004500336,0.9265589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1031143,"threshold_uncertainty_score":0.3449516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822718182818723,"score_gpt":0.3440583393238063,"score_spread":0.315831157495619,"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."}}