{"id":"W4238892446","doi":"10.1002/ajmg.a.33973","title":"Book review","year":2011,"lang":"en","type":"article","venue":"American Journal of Medical Genetics Part A","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Citation; Library science; Psychology; History; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004570192,0.000745334,0.0007115171,0.002394844,0.001226793,0.002652855,0.0009890166,0.001860874,0.3500152],"category_scores_gemma":[0.002734098,0.0003203352,0.0004094618,0.001775305,0.0005391224,0.001702678,0.001506015,0.002377745,0.2935524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009436453,"about_ca_system_score_gemma":0.001686487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002748073,"about_ca_topic_score_gemma":0.009747784,"domain_scores_codex":[0.9995592,0.00004664995,0.0000136488,0.00005095947,0.0002857659,0.00004371817],"domain_scores_gemma":[0.9986385,0.0002720471,0.00006021224,0.00009355892,0.0005893374,0.0003463977],"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":[0.000004161432,0.000007190351,0.00003133367,0.00003379668,8.870751e-7,0.00004361083,0.000007532736,0.00002060266,0.00003567769,0.001086436,0.9639706,0.0347581],"study_design_scores_gemma":[0.000001967784,0.000002994052,0.00007031495,0.00004495339,9.846011e-7,0.00008304578,0.00001063585,0.000009863881,0.00001513373,0.0003415424,0.9994172,0.000001479085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003950068,0.04516564,0.001072843,0.02337066,0.07015205,0.0001297098,0.0005658832,0.000466979,0.8586812],"genre_scores_gemma":[0.0007596324,0.008789489,0.0002723695,0.00448986,0.007260903,0.00003241612,0.0002062178,0.00008943613,0.9780995],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3500152,"threshold_uncertainty_score":0.9271244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856159643008585,"score_gpt":0.28535040488507,"score_spread":0.2567888084549841,"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."}}