{"id":"W4391681423","doi":"10.31234/osf.io/k74bp","title":"Climate Change and Mental Health in the Philippines: a systematic review","year":2024,"lang":"en","type":"review","venue":"","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Climate change; Mental health; Geography; Political science; Natural resource economics; Environmental planning; Psychology; Economics; Psychiatry; Geology; Oceanography","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":[0.005235597,0.001199036,0.004583315,0.01009636,0.0008086174,0.002495194,0.00158914,0.001596468,0.004200478],"category_scores_gemma":[0.02211009,0.0008680504,0.00507592,0.01199944,0.0007506919,0.002126249,0.001778245,0.001074118,0.0001989112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004248702,"about_ca_system_score_gemma":0.01675675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035397,"about_ca_topic_score_gemma":0.05044211,"domain_scores_codex":[0.9965246,0.001218479,0.001247253,0.0002552234,0.000597191,0.0001572047],"domain_scores_gemma":[0.9823958,0.01207841,0.003482513,0.0002095631,0.001528679,0.0003050795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001026646,0.00002583418,0.001443161,0.9588664,0.003891351,0.0001417753,0.0004042604,0.0000934437,0.0000764474,0.0001456774,0.001384923,0.03342412],"study_design_scores_gemma":[0.0001043325,0.000199621,0.009776364,0.941978,0.02862483,0.000476516,0.0008821754,0.00009091583,0.00009904122,0.0001903047,0.0175351,0.00004278935],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001453589,0.997428,0.00006791819,0.000261408,0.0000651249,0.0002100803,0.0003448258,0.000006209572,0.0001628103],"genre_scores_gemma":[0.01538149,0.9831991,0.0002981286,0.0003533248,0.00006467227,0.0004398427,0.0001970683,0.000002879759,0.00006357933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02035397,"threshold_uncertainty_score":0.04047102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2266103668769467,"score_gpt":0.4273579189560278,"score_spread":0.2007475520790812,"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."}}