{"id":"W4406246510","doi":"10.1016/j.yend.2013.05.005","title":"10.1016/j.yend.2013.05.005","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Primary care; Weight loss; Primary prevention; Diabetes mellitus; Intervention (counseling); Physical therapy; Family medicine; Obesity; Internal medicine; Nursing; Endocrinology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008514642,0.0001695191,0.0002879243,0.0001011641,0.001018176,0.0000167842,0.0002746676,0.0002490644,0.9996377],"category_scores_gemma":[0.0001490447,0.0001581486,0.00005561408,0.0002411376,0.00003334496,0.0002962338,0.00008070523,0.0007604454,0.9996924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009937128,"about_ca_system_score_gemma":0.0002355897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006027073,"about_ca_topic_score_gemma":0.0000255622,"domain_scores_codex":[0.9977092,0.0005157171,0.0004567428,0.0003052383,0.0002615792,0.0007515586],"domain_scores_gemma":[0.9982746,0.0006590143,0.0001306994,0.0004385786,0.00008229699,0.0004148558],"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":[0.0001478416,0.00007195564,0.000002186681,0.0001073124,0.00001021813,0.000005272229,0.0002085808,0.000005796129,0.000003683233,0.000005784599,0.7686672,0.2307642],"study_design_scores_gemma":[0.000424819,0.0001736856,0.0003840955,0.0001341239,0.00002154501,0.000002751837,0.0000253094,0.00005654375,0.000002896708,0.00002288347,0.9985725,0.000178831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001118841,0.0001827033,6.990404e-7,0.009645775,0.00001387684,0.0007247651,0.0000260802,0.000254201,0.9880331],"genre_scores_gemma":[0.00006690168,0.000009778574,0.0002385112,0.001520959,0.0007149792,0.00009327862,0.00001935741,0.00003532791,0.9973009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2305853,"threshold_uncertainty_score":0.7831087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408192714306308,"score_gpt":0.3488093718526261,"score_spread":0.314727444709563,"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."}}