{"id":"W4382394755","doi":"10.25011/cim.v46i2.40758","title":"Interview With CSCI Joe Doupe Young Investigator Awardee, Dr. Amy Metcalfe","year":2023,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University","funders":"","keywords":"Gerontology; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005621383,0.0005843326,0.00128264,0.001871701,0.006389683,0.002455634,0.0007962085,0.003386404,0.01372633],"category_scores_gemma":[0.02659405,0.000786491,0.0004013657,0.001172829,0.001293379,0.002338366,0.002191073,0.01341998,0.004688153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006554002,"about_ca_system_score_gemma":0.01404944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08845941,"about_ca_topic_score_gemma":0.1503419,"domain_scores_codex":[0.9973407,0.001132506,0.0001743593,0.0003125459,0.0004762781,0.0005635337],"domain_scores_gemma":[0.9833244,0.003473116,0.0007394003,0.0003051752,0.005805249,0.006352526],"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":[0.00002772845,0.00008227814,0.002590236,0.00006494389,0.000004368432,0.0005587392,0.01511142,0.00002324567,0.0002138488,0.0006875504,0.9737415,0.006894128],"study_design_scores_gemma":[0.00005446122,0.0001052571,0.01133951,0.0007953888,0.00001018243,0.001198535,0.09862726,0.0003906528,0.0002823088,0.001198341,0.8858742,0.0001239187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03653536,0.004817707,0.001750904,0.9117766,0.02037597,0.002117672,0.004203159,0.0002398722,0.01818287],"genre_scores_gemma":[0.1498557,0.009840867,0.006036543,0.6816872,0.006448608,0.009872352,0.001668272,0.000341988,0.1342484],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08845941,"threshold_uncertainty_score":0.175889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3052564599829422,"score_gpt":0.4124933030183231,"score_spread":0.1072368430353809,"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."}}