{"id":"W3090996781","doi":"10.32388/xuinec","title":"National Cancer Institute of Canada","year":2020,"lang":"en","type":"article","venue":"Definitions","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000006379461,0.00003329061,0.00006705113,0.00001460581,0.00004497334,0.000001746307,0.00001521308,0.00001069708,0.0003185901],"category_scores_gemma":[0.00004022011,0.00002961859,0.00002156826,0.0001157752,0.00002060486,0.00002905925,0.000004671086,0.00003119489,0.00000561736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009362275,"about_ca_system_score_gemma":0.002324764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05874413,"about_ca_topic_score_gemma":0.1141466,"domain_scores_codex":[0.9996664,0.000002185635,0.00008030293,0.00005898824,0.0001391146,0.0000530264],"domain_scores_gemma":[0.9997454,0.00001081062,0.0000222998,0.00003254373,0.0001174273,0.00007157771],"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":[0.00009739793,0.0004325378,0.02633219,0.0002892966,0.001149272,0.0001007482,0.001925176,0.001941446,0.002362732,0.3885257,0.573903,0.002940499],"study_design_scores_gemma":[0.004164866,0.0002128698,0.1201718,0.0001631923,0.0006807269,0.00003426235,0.0003955432,0.0006075615,0.003057594,0.003402198,0.8668594,0.0002499711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1999368,0.0008244153,0.0005812498,0.1245891,0.000769957,0.0005055905,0.003114979,0.00008099908,0.6695969],"genre_scores_gemma":[0.9948588,0.00003502557,0.0006696892,0.003939102,0.0000872547,0.00004055253,0.0001468851,0.000004005769,0.0002187023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7949219,"threshold_uncertainty_score":0.9475238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07323519649305321,"score_gpt":0.3285017538084827,"score_spread":0.2552665573154295,"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."}}