{"id":"W1741944491","doi":"10.1038/ijosup.2015.13","title":"Are participant characteristics from ISCOLE study sites comparable to the rest of their country?","year":2015,"lang":"en","type":"article","venue":"International Journal of Obesity Supplements","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Coca-Cola Foundation","keywords":"Rest (music); Business; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000609724,0.000153022,0.000518928,0.0001023868,0.00004467914,0.0000572685,0.0005467078,0.00002944267,0.0001902176],"category_scores_gemma":[0.0003479793,0.0001012435,0.0001062648,0.0001185778,0.00004789743,0.0001848383,0.0002517156,0.0002470439,0.00004665753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625134,"about_ca_system_score_gemma":0.0001161133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003877797,"about_ca_topic_score_gemma":0.0005153656,"domain_scores_codex":[0.9976087,0.0001258584,0.0006602237,0.0001514736,0.001260943,0.0001927573],"domain_scores_gemma":[0.9973311,0.000166431,0.000791627,0.0002544617,0.001213808,0.0002425531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004102601,0.01154751,0.9752042,0.000007196005,0.0007330765,0.000119352,0.001447984,0.00004843737,0.0008044667,0.0000321819,0.009577737,0.0000676357],"study_design_scores_gemma":[0.002127983,0.0007586973,0.9843715,0.0001285659,0.0002075542,0.00001721524,0.003059409,0.0001897294,0.00315978,0.0003043592,0.005586769,0.00008840822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961156,0.00002954225,0.00004276946,0.002114472,0.0006492814,0.0003571813,0.0006202956,0.000006335513,0.00006450828],"genre_scores_gemma":[0.9984787,0.000005174946,0.000169558,0.0004898792,0.0007121566,0.000005741769,0.00005966293,0.00001318143,0.00006592682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01078882,"threshold_uncertainty_score":0.412859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09991179403511052,"score_gpt":0.3590833221746292,"score_spread":0.2591715281395187,"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."}}