{"id":"W4415513868","doi":"10.1071/aj17265","title":"Conrad Liveris – Presentation","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Presentation (obstetrics); Case presentation","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":[],"consensus_categories":[],"category_scores_codex":[0.0001779904,0.00004587624,0.000080609,0.0000197927,0.0001333772,0.00001889013,0.00007850169,0.00001924013,0.0008812175],"category_scores_gemma":[0.00006926154,0.00002233324,0.00004991249,0.00006776176,0.0001387125,0.00003752068,0.00002019406,0.0001661341,0.0002834575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003560221,"about_ca_system_score_gemma":0.00002092301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005229652,"about_ca_topic_score_gemma":9.209991e-7,"domain_scores_codex":[0.9995303,0.00004860502,0.00009847484,0.00005486585,0.0001441063,0.0001236548],"domain_scores_gemma":[0.9996986,0.00002308179,0.00004853768,0.00009302967,0.00006021679,0.00007647972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003071156,0.0008347241,0.03053645,0.00003848299,0.0004911152,0.0003371981,0.006732279,0.00000820349,0.1110616,0.007732068,0.2730602,0.5660965],"study_design_scores_gemma":[0.002333842,0.001282842,0.1870239,0.00002533558,0.0001693181,0.002474897,0.0005226696,0.0001492477,0.004135462,0.007762687,0.7940135,0.0001062752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630949,0.0003158682,0.000404601,0.01090838,0.000310021,0.00009575043,4.269042e-7,0.00001870784,0.0248513],"genre_scores_gemma":[0.9926603,0.0001995918,0.0001136938,0.004047262,0.0009623909,0.000001348681,5.1403e-7,0.000004849897,0.002010007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5659903,"threshold_uncertainty_score":0.9648713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309586793873824,"score_gpt":0.301284791318014,"score_spread":0.2781889233792758,"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."}}