{"id":"W4296248590","doi":"10.1186/s12889-022-14131-7","title":"Body image and health-related behaviors among fitspirit participants","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Institut Universitaire en Santé Mentale de Québec; Université de Montréal; Université Laval; Natural Sciences and Engineering Research Council of Canada; Centre Hospitalier Universitaire Sainte-Justine; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut de Cardiologie de Montréal; Université de Montréal; Public Health Agency; Public Health Agency of Canada; University of Ottawa","keywords":"Overweight; Body mass index; Biostatistics; Medicine; Obesity; Linear regression; Demography; Cross-sectional study; Intervention (counseling); Public health; Gerontology; Statistics; Psychiatry; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009036839,0.0002652432,0.0003498479,0.000404657,0.0005201726,0.0004601798,0.000270764,0.0003238083,0.004068151],"category_scores_gemma":[0.001511624,0.0001682332,0.0003792974,0.00024446,0.0002144992,0.0002875447,0.0005575869,0.0005179375,0.0004463617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588868,"about_ca_system_score_gemma":0.0003052785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003130476,"about_ca_topic_score_gemma":0.004200053,"domain_scores_codex":[0.9997786,0.00003941525,0.00002121873,0.00004805451,0.00005507406,0.0000576999],"domain_scores_gemma":[0.9993147,0.0001003401,0.0002579261,0.00003115059,0.00010901,0.0001868877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002662305,0.000738508,0.9888746,0.00004996068,0.00003677617,0.0001181171,0.002020043,0.00001927596,0.001140554,0.00001635142,0.0001822475,0.00653737],"study_design_scores_gemma":[0.00001568829,0.0005391663,0.9976363,0.00001109681,0.00002447103,0.0001448182,0.001043556,0.00006788244,0.0001817105,0.000007931725,0.0003233343,0.000003958629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993821,0.00003510075,0.0000382639,0.00002185904,0.000002815226,0.00002917891,0.0001313367,0.000002862473,0.0003563763],"genre_scores_gemma":[0.998461,0.00005431836,0.0002209844,0.00003549964,0.000004422063,0.0001205686,0.0003211069,0.000003554617,0.0007787241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004068151,"threshold_uncertainty_score":0.01360935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09662230147040411,"score_gpt":0.3948867163855839,"score_spread":0.2982644149151797,"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."}}