{"id":"W4365457423","doi":"10.21203/rs.3.rs-2777415/v1","title":"Challenges of considering both extremities of the weight status spectrum to better understand obesity: Insights from the NUTRILEAN Project in Constitutionally Thin Individuals.","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Spectrum (functional analysis); Obesity; Broad spectrum; Medicine; Psychology; Physics; Internal medicine; Chemistry; Quantum mechanics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3266279,0.0005435603,0.00117905,0.004955038,0.002427717,0.007576539,0.002472291,0.002637524,0.002450112],"category_scores_gemma":[0.3061373,0.000426926,0.001198098,0.004524027,0.005732738,0.005368658,0.01048086,0.00372591,0.0005054609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003414643,"about_ca_system_score_gemma":0.0167185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521628,"about_ca_topic_score_gemma":0.005417771,"domain_scores_codex":[0.7616588,0.2058312,0.009304454,0.003533376,0.01820955,0.001462576],"domain_scores_gemma":[0.547012,0.3606927,0.03106835,0.01705459,0.03691629,0.007256032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001913235,0.0002979425,0.1045936,0.01991198,0.001574729,0.0013187,0.1095205,0.001174364,0.002015246,0.0724204,0.06604217,0.6192172],"study_design_scores_gemma":[0.0003994114,0.00150113,0.1892743,0.08156489,0.001767127,0.00246905,0.06548097,0.003368024,0.003507793,0.1180552,0.5322201,0.0003920418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1743811,0.2499477,0.06815407,0.4610722,0.01115948,0.002313804,0.002215783,0.0002075783,0.03054824],"genre_scores_gemma":[0.6889868,0.07692141,0.1311553,0.07705748,0.007396776,0.008391931,0.002371439,0.0006778926,0.00704097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3266279,"threshold_uncertainty_score":0.8303877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475011203212107,"score_gpt":0.3706578904685524,"score_spread":0.2231567701473416,"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."}}