{"id":"W7095790638","doi":"","title":"SUBSTANCE USE AND MENTAL HEALTH SYMPTOMS Risk and Protective Factors for Adolescent Substance Use and Mental Health Symptoms","year":2013,"lang":"en","type":"article","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Substance use; Addiction; Association (psychology); Substance abuse; Occupational safety and health; Alcohol consumption; Suicide prevention","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":[0.0005205619,0.0002229705,0.0002692803,0.0008300522,0.0005189486,0.000735875,0.0003060907,0.0003480447,0.00180571],"category_scores_gemma":[0.001610534,0.0002780636,0.0004299077,0.0008058597,0.0003483398,0.0003202912,0.0005973678,0.0008106097,0.0001191115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007826098,"about_ca_system_score_gemma":0.001381494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1378117,"about_ca_topic_score_gemma":0.2786821,"domain_scores_codex":[0.9995541,0.00008525016,0.00003543238,0.00004695639,0.000126497,0.0001516934],"domain_scores_gemma":[0.9989342,0.0001247727,0.0004522044,0.00003560702,0.0001300834,0.0003231846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008760406,0.00001718454,0.9991021,0.000002998697,0.000008364444,0.00001734153,0.0000775439,0.000007787468,0.00003408531,0.00001235995,0.00001816854,0.0006932173],"study_design_scores_gemma":[4.714327e-7,0.00001014515,0.9997161,0.000003932743,0.000005075785,0.00002907886,0.0001539024,0.0000278381,0.000007730323,0.000006172733,0.00003913346,5.054687e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989554,0.0002952637,0.00002011647,0.00006224104,0.000002534509,0.000006854364,0.0001301691,0.000001282387,0.0005262616],"genre_scores_gemma":[0.9994583,0.0001907989,0.00005651113,0.0000152936,0.000003970842,0.000004105186,0.0001108678,6.865637e-7,0.0001595643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378117,"threshold_uncertainty_score":0.2740191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959908118128029,"score_gpt":0.2804469199871822,"score_spread":0.2508478388059019,"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."}}