{"id":"W1956838054","doi":"10.1111/cob.12110","title":"Exploring women's responses to online media coverage of weight loss surgery","year":2015,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Alberta","funders":"Canada Research Chairs; Canadian Institutes of Health Research; Health Canada; Alberta Innovates - Health Solutions","keywords":"Medicine; Weight loss; Weight Loss Surgery; Internal medicine; Obesity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01282325,0.0001947767,0.001028032,0.0001815559,0.0003703767,0.000006706991,0.0003243605,0.0003478102,0.0009234253],"category_scores_gemma":[0.03380557,0.000173287,0.0001617563,0.0004203782,0.0001526061,0.0005471739,0.0003982016,0.001364467,0.002228078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339695,"about_ca_system_score_gemma":0.001656608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002243962,"about_ca_topic_score_gemma":0.0005263635,"domain_scores_codex":[0.9927586,0.0035514,0.001917113,0.0004477299,0.0005269063,0.000798214],"domain_scores_gemma":[0.9635432,0.03323938,0.0007180216,0.0006508608,0.0005058496,0.001342635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002049669,0.001111071,0.9693467,0.0003800834,0.00002821451,0.00004967551,0.004229009,0.000001467088,0.00000254106,0.0002830952,0.0183004,0.004218068],"study_design_scores_gemma":[0.0007850059,0.0002193082,0.8010319,0.0003200835,0.00001933178,8.107504e-7,0.0017477,0.000004255354,0.00001195528,0.0007601728,0.1949345,0.000164876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880388,0.0001195348,0.0000980134,0.005508445,0.00444036,0.0004536821,0.0001211119,0.000116129,0.001103944],"genre_scores_gemma":[0.9876187,0.00236249,0.0007246162,0.005753585,0.002001053,0.0001216871,0.00002202965,0.00002930879,0.001366499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1766341,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5920093439354941,"score_gpt":0.541116325454248,"score_spread":0.05089301848124606,"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."}}