{"id":"W1853697999","doi":"10.1111/cob.12105","title":"5<scp>A</scp>s <scp>T</scp>eam obesity intervention in primary care: development and evaluation of shared decision‐making weight management tools","year":2015,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; Canadian Obesity Network; University of Alberta","funders":"Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Primary care; Intervention (counseling); Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02242014,0.0003418795,0.0009834132,0.0003075015,0.0006566655,0.00005341551,0.0004861599,0.0007216419,0.00008773589],"category_scores_gemma":[0.01419202,0.0003310583,0.0001846518,0.000473708,0.000142977,0.0009237122,0.001058682,0.001443261,0.0005075564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158346,"about_ca_system_score_gemma":0.001197275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009997041,"about_ca_topic_score_gemma":0.001515693,"domain_scores_codex":[0.9901289,0.003835774,0.002936403,0.0008891567,0.001433129,0.0007765951],"domain_scores_gemma":[0.9834415,0.01268724,0.001597207,0.0006790844,0.00110963,0.0004852898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054029,0.00180045,0.8811042,0.002958591,0.0000972789,0.00002367239,0.0100816,0.00002094507,0.000001074671,0.0004853136,0.01513441,0.08818707],"study_design_scores_gemma":[0.004679385,0.0002218051,0.9328755,0.002943051,0.0001955055,0.000001482617,0.009282083,0.0003275234,0.00001243221,0.002479628,0.04688959,0.00009205788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682847,0.002651922,0.001201465,0.0001094396,0.001654139,0.002736928,0.00002758807,0.00008863261,0.02324515],"genre_scores_gemma":[0.9799247,0.0007672975,0.01649981,0.0009085865,0.0003275885,0.0002362668,0.000162304,0.00003821979,0.001135156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08809501,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.234420832248732,"score_gpt":0.5044991381253123,"score_spread":0.2700783058765803,"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."}}