{"id":"W1974571293","doi":"10.1027/0227-5910.28.1.16","title":"Addressing Suicidal Ideations Through the Realization of Meaningful Personal Goals","year":2007,"lang":"en","type":"article","venue":"Crisis","topic":"Resilience and Mental Health","field":"Psychology","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Psychology; Flexibility (engineering); Psychological distress; Set (abstract data type); Depression (economics); Intervention (counseling); Realization (probability); Clinical psychology; Control (management); Distress; Plan (archaeology); Sample (material); Applied psychology; Social psychology; Psychotherapist; Mental health; Psychiatry; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003509311,0.00005803131,0.00008814963,0.00003633546,0.0001683025,0.00001002516,0.0001005806,0.00005218003,0.0004765851],"category_scores_gemma":[0.00002513183,0.00004199138,0.00004322365,0.0002080579,0.00007031606,0.00008503691,0.00001393266,0.00007123694,0.00004592157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003333889,"about_ca_system_score_gemma":0.00002453158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001674504,"about_ca_topic_score_gemma":0.0001997074,"domain_scores_codex":[0.9992341,0.00005754756,0.000219151,0.0001305789,0.0001600189,0.000198582],"domain_scores_gemma":[0.9995452,0.0001071624,0.0001003624,0.0001646846,0.00004933712,0.00003328967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003364816,0.0005453872,0.1043886,0.0001459401,0.0001343503,0.00002514548,0.2816762,0.00005408208,0.005217548,0.367172,0.1656827,0.07462154],"study_design_scores_gemma":[0.001581589,0.0005001409,0.5982187,0.0001735714,0.000174288,0.0001036969,0.3327484,0.0001100985,0.01663505,0.01477427,0.03451168,0.0004685905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529903,0.0008298128,0.03674443,0.0009696293,0.0004947628,0.000233347,0.00001516242,0.00003659085,0.107686],"genre_scores_gemma":[0.9982145,0.0000182655,0.0001546003,0.0008281368,0.0001124346,0.000006282316,0.00001215234,0.00000798059,0.0006456856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4938301,"threshold_uncertainty_score":0.5218272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237955341110047,"score_gpt":0.4734772956089117,"score_spread":0.349681761497907,"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."}}