{"id":"W3160570963","doi":"10.2196/29365","title":"Meaning in Life Among Patients With Chronic Pain and Suicidal Ideation: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suicidal ideation; Chronic pain; Clinical psychology; Observational study; Medicine; Comorbidity; Psychology; Psychiatry; Physical therapy; Poison control; Suicide prevention; Internal medicine; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004450635,0.0001589206,0.0003158515,0.0003161049,0.0002925183,0.00007488126,0.0001431449,0.00007308842,0.0002685018],"category_scores_gemma":[0.0004419911,0.0001256686,0.00002939874,0.0009439563,0.0001856129,0.0002340386,0.0002643532,0.0005920792,0.00003393953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610664,"about_ca_system_score_gemma":0.0001083516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005029912,"about_ca_topic_score_gemma":0.002349801,"domain_scores_codex":[0.9937868,0.004387992,0.0003385342,0.0003585566,0.0005566566,0.0005715264],"domain_scores_gemma":[0.9975204,0.001547785,0.00007009964,0.0002789494,0.0004651519,0.0001175971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148103,0.0005699237,0.9059716,0.0000424481,0.0002096525,0.00004107926,0.07186051,0.000003406892,0.00001099226,0.0004085737,0.0007186087,0.02001513],"study_design_scores_gemma":[0.002353967,0.001363402,0.9270571,0.00001841031,0.000006988369,0.000001007875,0.06854554,0.0001256324,0.00005220745,0.0001856419,0.0001532671,0.0001368751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924313,0.0005072079,0.0003475912,0.0001369044,0.0001033904,0.0008239462,0.000004737192,0.0000269908,0.005617927],"genre_scores_gemma":[0.9988079,0.000009385581,0.0002612296,0.00004051188,0.00004977436,0.0005642503,0.00001648498,0.00001985328,0.0002305936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02108548,"threshold_uncertainty_score":0.5124616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0734439963511783,"score_gpt":0.4582617224314804,"score_spread":0.3848177260803021,"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."}}