{"id":"W2953732010","doi":"10.2105/ajph.2019.305188","title":"Population Mental Health Today: Confronting the Challenge","year":2019,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Environmental health; Population; Medicine; 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":[0.02963328,0.001127333,0.002695089,0.002657856,0.008708436,0.0136857,0.004423144,0.02809942,0.03656547],"category_scores_gemma":[0.04343247,0.0008375264,0.001526658,0.001834595,0.01686869,0.02825242,0.01606692,0.04162075,0.005888324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008255474,"about_ca_system_score_gemma":0.03132559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01649141,"about_ca_topic_score_gemma":0.04214142,"domain_scores_codex":[0.9902313,0.004237873,0.0005599987,0.001004754,0.002173597,0.001792538],"domain_scores_gemma":[0.9314886,0.02576781,0.002277257,0.001816965,0.0102422,0.02840717],"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":[0.0001314418,0.0004250252,0.005348462,0.001109816,0.0001324331,0.0006126688,0.002329182,0.0004776136,0.0003163481,0.08151226,0.7969342,0.1106706],"study_design_scores_gemma":[0.0001575065,0.0003055904,0.01400073,0.004782094,0.0001460715,0.00103831,0.02693945,0.001212853,0.0001777638,0.2582561,0.6927358,0.0002477694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004223092,0.008251603,0.0003198954,0.9865937,0.003019183,0.000003177133,0.00003623923,0.00002132368,0.00133258],"genre_scores_gemma":[0.08150933,0.07720597,0.004738845,0.7490125,0.08145019,0.0001552098,0.0002513817,0.0001358743,0.00554067],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03656547,"threshold_uncertainty_score":0.1567177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06110214171698856,"score_gpt":0.4048019766691348,"score_spread":0.3436998349521462,"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."}}