{"id":"W4387149242","doi":"10.5897/jphe2023.1458","title":"Study of risk factors in adolescence in terms of demographic changes","year":2023,"lang":"en","type":"article","venue":"Journal of Public Health and Epidemiology","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Substance abuse; Affect (linguistics); Consumption (sociology); Psychology; Demography; Environmental health; Preference; Developmental psychology; Medicine; Psychiatry; Sociology","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":[0.0006395735,0.000126588,0.0001403504,0.001155281,0.0003679803,0.0004155895,0.0001374787,0.0002087668,0.001309546],"category_scores_gemma":[0.002824523,0.00009483482,0.0002249751,0.001306117,0.0002466476,0.0004662641,0.0003508991,0.0004812181,0.0001781896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808416,"about_ca_system_score_gemma":0.0003216978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00611979,"about_ca_topic_score_gemma":0.008394421,"domain_scores_codex":[0.9996768,0.0001404979,0.00002573869,0.0000416274,0.00006255005,0.00005273797],"domain_scores_gemma":[0.9985822,0.000336794,0.0005373675,0.00007382558,0.0002127744,0.0002570718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001146335,0.00002443926,0.9963908,0.00000615415,0.00001403413,0.0000166558,0.0002370883,0.00003899563,0.0000942414,0.0001498691,0.0001093944,0.002906851],"study_design_scores_gemma":[2.690353e-7,0.0000227507,0.9990891,0.000004316017,0.00000329053,0.00003644942,0.000304078,0.00008102907,0.00003424475,0.00002731428,0.0003962711,0.000001002889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954234,0.0005847064,0.000463421,0.0002266233,0.00001521666,0.00003043058,0.001201935,0.000007108289,0.002047143],"genre_scores_gemma":[0.9975206,0.0005620138,0.0004654329,0.00004778151,0.00002152665,0.00005416881,0.0007975746,0.000003582722,0.0005272705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00611979,"threshold_uncertainty_score":0.01216835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549232300748748,"score_gpt":0.4007342200691525,"score_spread":0.2458109899942777,"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."}}