{"id":"W4254387522","doi":"10.3410/f.727274159.793559277","title":"Faculty Opinions recommendation of Different insulin types and regimens for pregnant women with pre-existing diabetes.","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Diabetes mellitus; Insulin; Type 2 diabetes; Medicine; Internal medicine; Endocrinology; Family medicine","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":[0.001203026,0.0017907,0.001845616,0.002394445,0.0004458886,0.001923605,0.002378959,0.002500969,0.12256],"category_scores_gemma":[0.0128224,0.0006549887,0.002089557,0.003578121,0.0002250369,0.001194245,0.001285108,0.00195057,0.06796553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490312,"about_ca_system_score_gemma":0.002789124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01907831,"about_ca_topic_score_gemma":0.0513537,"domain_scores_codex":[0.9989012,0.0002181917,0.0002133427,0.0003357349,0.0002189749,0.0001123922],"domain_scores_gemma":[0.9955227,0.001834116,0.0006953498,0.0006207756,0.0008811127,0.0004458517],"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":[0.0001603163,0.00002493862,0.0009812056,0.001550984,0.00008767645,0.00001503753,0.000007541128,0.0001378138,0.00007181052,0.0002293005,0.9924012,0.004332113],"study_design_scores_gemma":[0.001508976,0.00004160346,0.00684918,0.001863352,0.0002380688,0.00009039279,0.00003209313,0.0007937685,0.0003429096,0.001708884,0.9864861,0.00004476013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009627626,0.0001758468,0.0000639842,0.0001742302,0.00004028154,0.00001875087,0.9982405,0.0002024262,0.0009877693],"genre_scores_gemma":[0.0008077233,0.0003120835,0.0005866259,0.0003941666,0.00002788111,0.0001278811,0.9962204,0.00009957642,0.0014237],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.12256,"threshold_uncertainty_score":0.4100041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03881416333596939,"score_gpt":0.3616277514210987,"score_spread":0.3228135880851293,"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."}}