{"id":"W3173793397","doi":"10.3390/ijerph18136934","title":"A Latent Class Analysis of Health Lifestyles in Relation to Suicidality among Adolescents in Mauritius","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"World Health Organization","keywords":"Latent class model; Relation (database); Class (philosophy); Psychology; Demography; Geography; Environmental health; Sociology; Medicine; Mathematics; Statistics; Computer science; Data mining; Artificial intelligence","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":[0.003041067,0.0005783927,0.0005619437,0.002343061,0.001175307,0.001612623,0.0006632401,0.0006231643,0.003043167],"category_scores_gemma":[0.005978437,0.0003698854,0.002565397,0.001935074,0.0007220518,0.0005889118,0.001612095,0.0009806887,0.0002665155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251537,"about_ca_system_score_gemma":0.001278038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03404776,"about_ca_topic_score_gemma":0.01855334,"domain_scores_codex":[0.9983522,0.0008971195,0.0001089639,0.0002006304,0.0001341271,0.0003069509],"domain_scores_gemma":[0.9978071,0.000718397,0.0006509199,0.0003740524,0.0002140617,0.0002355157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001631909,0.0001212405,0.9934783,0.00002024714,0.0002194605,0.0000671137,0.001024773,0.0004154865,0.0001434751,0.0003094582,0.0001671596,0.003870119],"study_design_scores_gemma":[0.00001231182,0.0001647254,0.9833907,0.00004219385,0.0001248543,0.00007777975,0.002235526,0.01325096,0.00006068508,0.0003370339,0.0002874687,0.00001566361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983204,0.00008842805,0.0009656297,0.00009368321,0.000008934324,0.00005924177,0.0002507743,0.000009214062,0.0002037768],"genre_scores_gemma":[0.9985741,0.00005368609,0.000684014,0.000007971905,0.000006016276,0.00007096992,0.0004073092,0.000004362985,0.0001914703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03404776,"threshold_uncertainty_score":0.06769913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09633160582210845,"score_gpt":0.4382962231479547,"score_spread":0.3419646173258463,"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."}}