{"id":"W4404807835","doi":"10.1370/afm.22.s1.6673","title":"Modelling of intersectoral resources for people living with obesity: pilot study of an environmental analysis","year":2024,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obesity; Environmental health; Gerontology; Environmental science; 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":[0.00302336,0.000727053,0.0005216094,0.001488678,0.004100289,0.003549797,0.002190544,0.00121671,0.007680187],"category_scores_gemma":[0.00743659,0.0004706871,0.001677719,0.002975246,0.001654129,0.00194075,0.003054847,0.001028063,0.0003104729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01406018,"about_ca_system_score_gemma":0.01061057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4713818,"about_ca_topic_score_gemma":0.6351806,"domain_scores_codex":[0.9979595,0.001395374,0.00004970284,0.0001996108,0.000117154,0.0002785526],"domain_scores_gemma":[0.9948674,0.003740173,0.000287862,0.0002978527,0.00047227,0.0003344695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001219448,0.002563389,0.4643036,0.001250941,0.000622111,0.003382193,0.08688931,0.3209876,0.0009045462,0.036941,0.006897426,0.07403849],"study_design_scores_gemma":[0.000220394,0.0007473099,0.1670629,0.0006143988,0.0003394606,0.0004007712,0.2566317,0.5282588,0.0006037252,0.0155671,0.02935852,0.0001949856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756126,0.0002146905,0.01069875,0.0009709978,0.00001295027,0.0004818349,0.001487485,0.00008161846,0.01043901],"genre_scores_gemma":[0.9771913,0.0002104934,0.0193066,0.00006572951,0.000004663114,0.0004375655,0.0008644135,0.00003176611,0.001887499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4713818,"threshold_uncertainty_score":0.937276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6406786660845245,"score_gpt":0.4626615799223149,"score_spread":0.1780170861622096,"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."}}