{"id":"W3006238431","doi":"10.3390/ijerph17041237","title":"Latent Class Analysis Offers Insight into the Complex Food Environments of Native American Communities: Findings from the Randomly Selected OPREVENT2 Trial Baseline Sample","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Ste. Anne's Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Baseline (sea); Latent class model; Sample (material); Class (philosophy); Psychology; Environmental health; Geography; Medicine; Statistics; Mathematics; Computer science; Biology; Artificial intelligence; Chemistry","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":[0.008165122,0.0002735886,0.0004344404,0.000686261,0.0008597678,0.0008483528,0.0003430829,0.0002739412,0.002115462],"category_scores_gemma":[0.009856467,0.0001737697,0.0006238579,0.0006596969,0.0004896739,0.0008297102,0.001027069,0.0005571956,0.0002132453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004028722,"about_ca_system_score_gemma":0.001158317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007754583,"about_ca_topic_score_gemma":0.01356462,"domain_scores_codex":[0.9955894,0.003274062,0.0001981284,0.0002248753,0.000474782,0.0002389196],"domain_scores_gemma":[0.9965726,0.001614957,0.0007496498,0.0004677601,0.0003391849,0.0002558796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003469168,0.001198174,0.956679,0.000126923,0.0002928305,0.000055424,0.004614837,0.0002876386,0.0003782923,0.0005171655,0.0009665768,0.03141407],"study_design_scores_gemma":[0.000460619,0.003655091,0.9800423,0.0001041067,0.0002478976,0.0001151782,0.008408234,0.002718047,0.0003512307,0.001240886,0.002625683,0.00003072505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955342,0.0001490835,0.001862723,0.0001395655,0.000009390144,0.0003311826,0.0004493868,0.00001123141,0.001513383],"genre_scores_gemma":[0.9973612,0.00005586701,0.0009245699,0.00006779574,0.000008988893,0.0007447266,0.0004107679,0.000004927621,0.0004211415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008165122,"threshold_uncertainty_score":0.04318178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087205076380994,"score_gpt":0.3711500285025594,"score_spread":0.26242952086446,"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."}}