{"id":"W4200112701","doi":"10.1016/j.clnu.2021.11.034","title":"Self-harm hospitalization following bariatric surgery in adolescents and young adults","year":2021,"lang":"en","type":"article","venue":"Clinical Nutrition","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Direction de la Recherche, des Études, de l’Évaluation et des Statistiques; Ministère des Affaires Sociales et de la Santé","keywords":"Medicine; Obesity; Confounding; Observational study; Harm; Body mass index; Population; Young adult; Surgery; Pediatrics; Internal medicine; Environmental health","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":[0.000526428,0.0001301986,0.0003684454,0.000117404,0.00007562483,0.00003064242,0.00005237621,0.0002129869,0.00004046328],"category_scores_gemma":[0.0004685376,0.0001421068,0.0001962522,0.0004254413,0.00002700795,0.0001239192,0.00005145793,0.0002111903,0.00005857686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003087792,"about_ca_system_score_gemma":0.00002285746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004654711,"about_ca_topic_score_gemma":0.00005746728,"domain_scores_codex":[0.9981383,0.0003318615,0.0006691997,0.0004666741,0.0001401587,0.0002538093],"domain_scores_gemma":[0.9991801,0.0003654707,0.0001014186,0.0001853701,0.00008687098,0.00008077497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001310555,0.001336123,0.9927987,0.0001390164,0.00006082216,0.0002092964,0.0004417209,6.052544e-8,0.000006192213,0.00009336546,0.002470893,0.002312788],"study_design_scores_gemma":[0.003284074,0.00006680957,0.9939194,0.0001710935,0.00006855054,0.00001179847,0.001101829,0.00004920554,0.00001392786,0.0006366767,0.0004874017,0.000189253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898735,0.006180846,0.00006893515,0.0004257808,0.002616828,0.000255076,0.000004497288,0.00008997631,0.0004845042],"genre_scores_gemma":[0.9960538,0.002784476,0.0002172651,0.0003809682,0.0004015477,0.00005340532,0.00005273389,0.0000179699,0.00003787737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0061802,"threshold_uncertainty_score":0.5794947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637751737831568,"score_gpt":0.3463907821761444,"score_spread":0.3100132647978288,"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."}}