{"id":"W4399512662","doi":"10.3389/frcha.2024.1367075","title":"Scoping review on prevention of suicidal thoughts and behaviors in adolescents: methods, effectiveness and future directions","year":2024,"lang":"en","type":"review","venue":"Frontiers in Child and Adolescent Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Agence Régionale de Santé Île-de-France","keywords":"Psychology; Psychotherapist; Clinical psychology","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":[0.0507648,0.002829268,0.008372124,0.02294939,0.001773276,0.007654678,0.002978004,0.004686831,0.006901216],"category_scores_gemma":[0.1389167,0.001830586,0.009929385,0.01881824,0.001712035,0.005476002,0.003419331,0.002864943,0.001162728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007335618,"about_ca_system_score_gemma":0.03421549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009154113,"about_ca_topic_score_gemma":0.02083625,"domain_scores_codex":[0.963454,0.01606247,0.01250567,0.001329147,0.005965466,0.0006833002],"domain_scores_gemma":[0.8735237,0.09623759,0.0130107,0.001836475,0.01448062,0.000910922],"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":[0.0001250725,0.00004683636,0.0005888826,0.8038003,0.002747677,0.00009544061,0.0006255822,0.0001724333,0.00015913,0.001078033,0.004309457,0.1862511],"study_design_scores_gemma":[0.00003080815,0.0000599113,0.0006686221,0.9770413,0.005048014,0.00007587385,0.0002333068,0.00005435185,0.00007731043,0.0004110871,0.01628685,0.0000125464],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003700398,0.9954071,0.0006137134,0.001142453,0.0003598427,0.001025818,0.0002092354,0.00001620568,0.0008556857],"genre_scores_gemma":[0.002843747,0.9921773,0.00191467,0.0006369511,0.0001289036,0.001944385,0.0001876354,0.000007986524,0.0001584712],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0507648,"threshold_uncertainty_score":0.2684731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662821473824806,"score_gpt":0.3970301479497787,"score_spread":0.3704019332115306,"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."}}