{"id":"W4247371362","doi":"10.1002/ajmg.a.32039","title":"Book Review","year":2007,"lang":"en","type":"article","venue":"American Journal of Medical Genetics Part A","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Citation; Associate editor; Library science; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001043796,0.00008076789,0.0003308713,0.00008863935,0.00002214772,0.000003937989,0.000123625,0.00003281742,0.004168615],"category_scores_gemma":[0.0009815678,0.00006094513,0.0001337291,0.0002575374,0.0002960358,0.00001911655,0.00001518511,0.0003371111,0.00004408889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002452282,"about_ca_system_score_gemma":0.0002463993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002148881,"about_ca_topic_score_gemma":8.553081e-7,"domain_scores_codex":[0.9980082,0.00003937957,0.0006193199,0.00007571147,0.001082128,0.0001752593],"domain_scores_gemma":[0.9985713,0.0001101107,0.0003553914,0.0001084788,0.000316295,0.0005384628],"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":[0.000145384,0.0001201803,0.002358087,0.0001547162,0.00006935849,0.0003674612,0.00007366957,0.00000155827,0.00006636946,0.00004307179,0.5453561,0.451244],"study_design_scores_gemma":[0.0006025439,0.001085922,0.006266225,0.001386843,0.00009859877,0.002725283,0.0002179139,0.00002097849,0.000149179,0.000009972607,0.9873714,0.00006515155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.089313,0.7395576,0.02646611,0.1340371,0.001689407,0.0004743061,0.000001588881,0.00005067161,0.008410241],"genre_scores_gemma":[0.06580168,0.3363628,0.01316701,0.580137,0.001644735,0.000003751121,0.000005048402,0.00005456878,0.002823458],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4511789,"threshold_uncertainty_score":0.9967417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347503650700738,"score_gpt":0.3330336241127991,"score_spread":0.3195585876057918,"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."}}