{"id":"W2770575409","doi":"10.1136/bmj.j5303","title":"Challenging assumptions in obesity research","year":2017,"lang":"en","type":"article","venue":"BMJ","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Obesity; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3592875,0.00151582,0.003241509,0.008225043,0.01167471,0.01536421,0.008407363,0.02152119,0.01022168],"category_scores_gemma":[0.5195364,0.001580284,0.002249514,0.005530036,0.1149306,0.03696463,0.01681523,0.0509787,0.003196768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01119793,"about_ca_system_score_gemma":0.02026674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363753,"about_ca_topic_score_gemma":0.0135027,"domain_scores_codex":[0.7045386,0.2232255,0.01442454,0.02120473,0.03189851,0.00470809],"domain_scores_gemma":[0.3693203,0.5593231,0.01231728,0.01946418,0.0293714,0.01020369],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002213096,0.00009102169,0.001952547,0.0008892014,0.0002561272,0.0001755694,0.01052735,0.0002271346,0.00008402899,0.8293472,0.1336647,0.02256379],"study_design_scores_gemma":[0.000189108,0.00004307424,0.0007777693,0.002060186,0.00007433299,0.0001178528,0.005948312,0.0003039313,0.00007629586,0.8969898,0.0933698,0.00004957031],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008473853,0.006819759,0.004864844,0.972961,0.008022228,0.00003502288,0.0000583143,0.00002116268,0.00637039],"genre_scores_gemma":[0.06408031,0.006085043,0.01123953,0.8761936,0.03813399,0.001139004,0.0000978649,0.0001340883,0.002896485],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6407125,"threshold_uncertainty_score":0.7901126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5430306904477923,"score_gpt":0.6633158781652899,"score_spread":0.1202851877174976,"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."}}