{"id":"W2462196134","doi":"10.1097/ede.0b013e31829f642d","title":"Commentary","year":2013,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":[0.009619737,0.001266512,0.001880362,0.002770864,0.004044941,0.007122612,0.006617978,0.02728906,0.2268491],"category_scores_gemma":[0.08720446,0.0008079635,0.002712797,0.002263538,0.003785494,0.006140504,0.004045904,0.01784934,0.07250123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007041947,"about_ca_system_score_gemma":0.02201406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008542448,"about_ca_topic_score_gemma":0.008907615,"domain_scores_codex":[0.9892347,0.003179154,0.0009007886,0.001224289,0.004090751,0.001370381],"domain_scores_gemma":[0.9510861,0.02201226,0.002112486,0.002574831,0.01825623,0.003958135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000186113,0.000004435805,0.00002277998,0.0004542691,0.000009530232,0.00008238661,0.0000439412,0.00001228018,0.0000125092,0.002091046,0.989815,0.00743325],"study_design_scores_gemma":[0.00003436453,0.000007799083,0.0000923663,0.002647081,0.00001828955,0.0001826472,0.00009210795,0.00001822391,0.00004166393,0.002630834,0.994225,0.000009672361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002035496,0.01748974,0.0004634773,0.6568447,0.2434525,0.000199397,0.002202782,0.0002639602,0.07887986],"genre_scores_gemma":[0.003749598,0.0148358,0.000496954,0.8147334,0.09822111,0.0003812736,0.00119762,0.0002457648,0.06613863],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2268491,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08352197681238961,"score_gpt":0.3781132301394324,"score_spread":0.2945912533270428,"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."}}