{"id":"W2610625841","doi":"10.1055/s-0037-1602766","title":"Essential Mednotes—Comprehensive Medical Reference &amp; Review for USMLE II and MCCQE I","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Genetics","topic":"Heart rate and cardiovascular health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Computer science; Medical education; Medical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003157288,0.001460613,0.002330299,0.006429817,0.0008631184,0.006527266,0.001891164,0.002532969,0.1775774],"category_scores_gemma":[0.02053606,0.0009216273,0.00158249,0.005416689,0.001318045,0.005931705,0.002966447,0.005303877,0.1489674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002675283,"about_ca_system_score_gemma":0.006272191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818651,"about_ca_topic_score_gemma":0.003879562,"domain_scores_codex":[0.9968094,0.0005083515,0.0003986876,0.0002673111,0.001826996,0.0001892259],"domain_scores_gemma":[0.9874149,0.003838882,0.001419828,0.0004647453,0.005585833,0.00127575],"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":[0.000008990282,0.0000079393,0.00001602308,0.001299547,0.000005944164,0.00003426442,0.0000311687,0.00002369112,0.0001079276,0.000715558,0.9272965,0.07045248],"study_design_scores_gemma":[0.000003460988,0.000004967888,0.00005960883,0.001488379,0.000003378043,0.0000997669,0.00002128386,0.000007613902,0.00002727839,0.0003099458,0.997968,0.000006284318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000198664,0.7384473,0.003272272,0.03498046,0.1095603,0.0005091609,0.001904206,0.0009843315,0.1101432],"genre_scores_gemma":[0.001809912,0.5952768,0.005218947,0.03196904,0.0428968,0.001042841,0.005563573,0.0007349623,0.3154871],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1775774,"threshold_uncertainty_score":0.5940554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07908320696471408,"score_gpt":0.3955572883020333,"score_spread":0.3164740813373192,"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."}}