{"id":"W2064988634","doi":"10.1136/bmj.39169.447488.94","title":"Waking up from the DREAM of preventing diabetes with drugs","year":2007,"lang":"en","type":"review","venue":"BMJ","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dream; Medicine; Diabetes mellitus; Promotion (chess); Psychology; Intensive care medicine; Psychotherapist; Political science; Law; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.003150782,0.001309806,0.003284021,0.003231009,0.0008257414,0.002647621,0.001286,0.003493153,0.004450213],"category_scores_gemma":[0.005608177,0.0005319942,0.001647386,0.003668873,0.002128239,0.007117114,0.001613339,0.007896944,0.002991702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777397,"about_ca_system_score_gemma":0.00320822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003564011,"about_ca_topic_score_gemma":0.007819081,"domain_scores_codex":[0.9979242,0.0007465704,0.0002517798,0.0001212777,0.0008596594,0.00009655069],"domain_scores_gemma":[0.9972498,0.001750594,0.0002715766,0.0001073625,0.0004622842,0.0001583789],"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":[0.0002092337,0.00007814812,0.0002054898,0.03459803,0.0006444175,0.0001987256,0.0002767725,0.0002347385,0.0006517069,0.02289374,0.3167937,0.6232153],"study_design_scores_gemma":[0.00005736701,0.00005661206,0.0003706128,0.01361032,0.0002054966,0.0005185864,0.0002399499,0.00004874645,0.00009476595,0.009908418,0.9748647,0.00002445247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000325921,0.991646,0.00008053402,0.005974641,0.001579512,0.000003590696,0.000007473041,0.000008114455,0.0006675505],"genre_scores_gemma":[0.0004652955,0.9909483,0.0002251355,0.006409732,0.001257524,0.000008334149,0.00001181288,0.000003988637,0.0006698561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004450213,"threshold_uncertainty_score":0.01666307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04954025173037492,"score_gpt":0.3522625617492343,"score_spread":0.3027223100188594,"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."}}