{"id":"W4406518783","doi":"10.1016/j.yend.2014.04.025","title":"10.1016/j.yend.2014.04.025","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diet and metabolism studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Intervention (counseling); Diabetes mellitus; Internal medicine; Endocrinology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006784258,0.0009008453,0.0004641451,0.001067666,0.0006890853,0.002163541,0.000808923,0.002602403,0.8618079],"category_scores_gemma":[0.001162364,0.0003526809,0.0004491271,0.0005223008,0.0006805861,0.001496596,0.0009864199,0.001187391,0.7332129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006822242,"about_ca_system_score_gemma":0.0009221297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158517,"about_ca_topic_score_gemma":0.002116384,"domain_scores_codex":[0.9998273,0.00002044301,0.00001376566,0.00004441947,0.00005031169,0.00004389389],"domain_scores_gemma":[0.9993442,0.0001129327,0.00009580087,0.00004050608,0.0001247848,0.0002818321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006310716,0.0003467544,0.008232731,0.0005980546,0.00006202381,0.0004782211,0.0001531546,0.000183168,0.00100977,0.00762135,0.2840026,0.6966811],"study_design_scores_gemma":[0.0001142523,0.0002498359,0.0141354,0.001447379,0.00006463569,0.003431339,0.000443957,0.0002447934,0.0007165745,0.006442701,0.9726742,0.0000348022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009796525,0.02390305,0.001998155,0.01293478,0.002588407,0.00008564171,0.004550966,0.001212484,0.94293],"genre_scores_gemma":[0.0226725,0.008550515,0.002097784,0.001777523,0.0007442132,0.00007184997,0.002400394,0.0001895572,0.9614956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1381921,"threshold_uncertainty_score":0.1971143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008112796861445568,"score_gpt":0.2080371762588112,"score_spread":0.1999243793973656,"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."}}