{"id":"W4249956313","doi":"10.1016/j.jogc.2017.11.009","title":"Excerpts from the World Medical Literature","year":2018,"lang":"en","type":"letter","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; MEDLINE; Medical literature; Family medicine; Medical physics; Pathology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001988523,0.001264679,0.0008948855,0.005682969,0.003670719,0.003502164,0.001557239,0.008835642,0.02651901],"category_scores_gemma":[0.02972789,0.0005533877,0.0006385868,0.007088325,0.001908841,0.002334687,0.002550421,0.007228068,0.01581366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470791,"about_ca_system_score_gemma":0.002573842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008844562,"about_ca_topic_score_gemma":0.01897695,"domain_scores_codex":[0.9975008,0.000521858,0.0004468714,0.0001531587,0.001059584,0.0003176366],"domain_scores_gemma":[0.9830714,0.01156118,0.001665505,0.0002677706,0.002615696,0.0008183901],"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":[0.00001311261,0.000004863952,0.0000391781,0.0001864647,0.00000219613,0.0005944264,0.0002724099,0.00001797737,0.0000700785,0.0009585942,0.9940048,0.0038358],"study_design_scores_gemma":[0.00001547495,0.000004719224,0.0005868055,0.0004981721,0.000003040501,0.0006893966,0.0005046052,0.0000296512,0.00003667319,0.0009853366,0.9966366,0.000009441558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001136258,0.03083852,0.0004285427,0.7414919,0.150242,0.0002072578,0.002003809,0.00009438979,0.07355734],"genre_scores_gemma":[0.007306034,0.02422697,0.0008476656,0.7366484,0.119196,0.0004249152,0.001109117,0.0001236135,0.1101172],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02651901,"threshold_uncertainty_score":0.0887149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007855207640114,"score_gpt":0.3279644806919315,"score_spread":0.2878859286155304,"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."}}