{"id":"W4414083397","doi":"10.2196/71341","title":"Evaluating the Safety and Efficacy of a Non–Weight-Centric Approach to Obesity Prevention in Rural and Urban Female Adolescents: Quasi-Experimental Study","year":2025,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obesity; Public health; Disease; Population; Rural area; Epidemiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006530418,0.0009856946,0.001253102,0.000642267,0.0013324,0.0006886162,0.001090618,0.001315927,0.00524616],"category_scores_gemma":[0.005757074,0.001101988,0.001026665,0.000291149,0.001423829,0.0007605536,0.0006744591,0.001436009,0.0005513074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007546925,"about_ca_system_score_gemma":0.001912139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154688,"about_ca_topic_score_gemma":0.002172082,"domain_scores_codex":[0.9964581,0.002026548,0.0002724977,0.0004582425,0.0003974679,0.00038712],"domain_scores_gemma":[0.9942666,0.002714267,0.001194802,0.0004730193,0.0005914372,0.0007598601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.05854353,0.873588,0.01960471,0.001031238,0.0002470271,0.0001278625,0.006247304,0.0003402893,0.009848152,0.0003549003,0.0004291977,0.02963774],"study_design_scores_gemma":[0.03999202,0.903425,0.04797617,0.0001021958,0.0002296157,0.00004801221,0.002695237,0.0008426642,0.002835119,0.0001942589,0.0016227,0.00003694081],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951408,0.00003278441,0.0001872984,0.00004424218,0.00002565234,0.004242849,0.00004937921,0.000005361717,0.0002717113],"genre_scores_gemma":[0.9760526,0.0001788888,0.004603109,0.0002402379,0.0001019637,0.01745415,0.0000952595,0.000004045308,0.001269766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006530418,"threshold_uncertainty_score":0.03453654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06453560051273463,"score_gpt":0.4756286143987645,"score_spread":0.4110930138860298,"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."}}