{"id":"W3023768390","doi":"","title":"AMELUZ<sup>™</sup> (BF-200 ALA).","year":2019,"lang":"ca","type":"article","venue":"PubMed","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Family medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006499112,0.0005392571,0.0008384542,0.0004110316,0.0001439259,0.00009823667,0.0003583034,0.0004557061,0.0005689979],"category_scores_gemma":[0.0005706102,0.0005328401,0.0003971687,0.000714633,0.0001487549,0.0004372184,0.0001807511,0.001059857,0.01649694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008378308,"about_ca_system_score_gemma":0.0003309063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002723481,"about_ca_topic_score_gemma":0.00001550883,"domain_scores_codex":[0.9957454,0.0001398009,0.0006718851,0.0009165722,0.0008396258,0.001686761],"domain_scores_gemma":[0.9968234,0.0003140965,0.0002391996,0.001457611,0.0001888916,0.0009768179],"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":[0.00009546036,0.001211186,0.01994738,0.0005478791,0.001298248,0.0003411934,0.001614548,0.0003869657,0.0005335616,0.001941356,0.01636523,0.955717],"study_design_scores_gemma":[0.003500385,0.00003478889,0.313051,0.0001453386,0.0006189319,0.0001681884,0.001685688,0.0007191254,0.0005337909,0.0001054524,0.6788477,0.0005896061],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3833752,0.001040493,0.00001545552,0.005066596,0.003758705,0.003865572,0.00009523925,0.0003356146,0.6024471],"genre_scores_gemma":[0.8733747,0.0003264316,0.0000622482,0.00134211,0.001926902,0.0007943163,0.00008139046,0.0001332717,0.1219586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9551274,"threshold_uncertainty_score":0.9997123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922294301389922,"score_gpt":0.2322722421077493,"score_spread":0.2130492990938501,"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."}}