{"id":"W4385582183","doi":"10.1186/s12889-023-16403-2","title":"The integrated common-sense model of illness self-regulation: predicting healthy eating, exercise behaviors, and health among individuals at risk of metabolic syndrome","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"National Natural Science Foundation of China","keywords":"Medicine; Psychological intervention; Biostatistics; Metabolic syndrome; Mediation; Public health; Clinical psychology; Gerontology; Obesity; Psychiatry; Internal medicine","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":[0.003865543,0.0007198766,0.0006143592,0.001362484,0.0005218429,0.001607564,0.0006373182,0.0006714067,0.001045302],"category_scores_gemma":[0.01025383,0.0004183721,0.001522321,0.0006489167,0.001138947,0.001128912,0.00194516,0.001097562,0.00007897626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009538071,"about_ca_system_score_gemma":0.001287059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004797724,"about_ca_topic_score_gemma":0.005405856,"domain_scores_codex":[0.9978531,0.001262215,0.0001067677,0.0002502156,0.0003382044,0.0001894206],"domain_scores_gemma":[0.9957311,0.001747368,0.001187799,0.0004200055,0.0004791207,0.0004347104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001458461,0.0004681794,0.9664066,0.0001314827,0.0005559269,0.0000859379,0.003150393,0.002690895,0.0004203559,0.003859211,0.0003382009,0.02174695],"study_design_scores_gemma":[0.00006002792,0.0006202015,0.9332664,0.0003322432,0.0004319847,0.0003838804,0.004006228,0.04675799,0.0003086134,0.01294097,0.0008276513,0.00006385614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817307,0.0006717329,0.01395929,0.000986391,0.00003221051,0.0001838668,0.0001519353,0.00002784691,0.002256187],"genre_scores_gemma":[0.9973381,0.0001288919,0.002294301,0.00004044062,0.000005382392,0.0000535416,0.00006261368,0.000001369022,0.00007542401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004797724,"threshold_uncertainty_score":0.0204432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08784171927413821,"score_gpt":0.3850171364433916,"score_spread":0.2971754171692534,"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."}}