{"id":"W4372262426","doi":"10.2196/preprints.48549","title":"Testing a Biobehavioral Model of Chronic Stress and Weight Gain in Young Children (Family Stress Study): Protocol and Baseline Demographics for a Prospective Observational Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chronic stress; Observational study; Prospective cohort study; Demography; Gerontology; Stress (linguistics); Obesity; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01158979,0.002496651,0.002571045,0.001871025,0.004704111,0.001423963,0.002587961,0.001865912,0.02488058],"category_scores_gemma":[0.007950339,0.002875722,0.002141894,0.002293505,0.001382902,0.001169653,0.0018358,0.002953825,0.007524185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004330005,"about_ca_system_score_gemma":0.01776444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01976641,"about_ca_topic_score_gemma":0.03374349,"domain_scores_codex":[0.9927937,0.003327361,0.001185388,0.0008875176,0.0009835195,0.000822567],"domain_scores_gemma":[0.9934602,0.0007882639,0.0008030574,0.00129504,0.002431392,0.001222053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1243283,0.1094656,0.239039,0.01213599,0.001457431,0.00320447,0.01051321,0.01088347,0.01691308,0.01009109,0.2377077,0.2242606],"study_design_scores_gemma":[0.07758801,0.06708446,0.5321653,0.004253495,0.0005228025,0.0008519168,0.00715392,0.005531673,0.005386645,0.004449907,0.2943713,0.0006404893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01943287,0.0001838674,0.004563859,0.0002479232,0.0001796439,0.9615492,0.01084355,0.0001261402,0.00287302],"genre_scores_gemma":[0.004950919,0.0001586536,0.00600118,0.0001817872,0.00003437643,0.985835,0.001989867,0.00001320195,0.0008350844],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02488058,"threshold_uncertainty_score":0.08323383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081768323719957,"score_gpt":0.3679119581024496,"score_spread":0.2597351257304539,"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."}}