{"id":"W2524694807","doi":"10.1001/jama.2016.11962","title":"Use of Projection Analyses and Obesity Trends","year":2016,"lang":"en","type":"letter","venue":"JAMA","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","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":[0.005871383,0.0002271419,0.0002380907,0.00231349,0.0005949147,0.002173107,0.0004350712,0.0007193129,0.01401568],"category_scores_gemma":[0.05029866,0.0002113257,0.0005600018,0.006081464,0.0005691393,0.001712259,0.001123622,0.002088413,0.002008334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000858507,"about_ca_system_score_gemma":0.001360182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01883351,"about_ca_topic_score_gemma":0.02282023,"domain_scores_codex":[0.9952946,0.002720208,0.0004279604,0.0002748788,0.001077224,0.0002050944],"domain_scores_gemma":[0.970888,0.01927142,0.00393535,0.001936549,0.003183885,0.0007848011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002788187,0.00008755029,0.347667,0.0002851035,0.000271995,0.0005727281,0.001609995,0.0006329947,0.0001755009,0.01627293,0.2941671,0.3379782],"study_design_scores_gemma":[0.00007053359,0.0001569968,0.5698128,0.00242039,0.0002514405,0.003696152,0.004227302,0.00915992,0.001005177,0.03202663,0.3770241,0.0001486257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1675752,0.02213506,0.0155463,0.505773,0.006623579,0.0001052396,0.01977686,0.001106597,0.2613581],"genre_scores_gemma":[0.9093966,0.02005249,0.01147807,0.01950952,0.004981748,0.0002235651,0.003879773,0.0005555279,0.0299228],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01883351,"threshold_uncertainty_score":0.0468871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07370888531420275,"score_gpt":0.3321749511461163,"score_spread":0.2584660658319136,"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."}}