{"id":"W6950436998","doi":"10.5281/zenodo.3541270","title":"NPA_ref6302","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Stage (stratigraphy); Ideal (ethics)","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":["insufficient_payload"],"category_scores_codex":[0.000213823,0.0001056418,0.0001520278,0.0001367238,0.0004854328,0.0001309371,0.0003244406,0.00004465459,0.03874249],"category_scores_gemma":[0.0001306555,0.0001012906,0.0000501595,0.0003260552,0.00008602104,0.0001591034,0.0003507259,0.0002096221,0.03064248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576931,"about_ca_system_score_gemma":0.000003516671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003505054,"about_ca_topic_score_gemma":2.73023e-8,"domain_scores_codex":[0.9989033,0.00007314079,0.0001484414,0.000299414,0.0002947748,0.0002809093],"domain_scores_gemma":[0.9989962,0.00001068332,0.00005479777,0.0004533536,0.0003335092,0.0001514707],"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":[0.0008066366,0.0003105572,0.0001257361,0.0002709304,0.0001780535,0.00004671516,0.001481355,0.00006835793,0.1018903,0.01381723,0.03805825,0.8429459],"study_design_scores_gemma":[0.001125974,0.0002948334,0.002477698,0.00004407379,0.00001218056,0.0003274887,0.0002121444,0.00008499303,0.001553113,0.0002106802,0.9935459,0.0001109504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2639374,0.0003784827,0.003577852,0.003022493,0.0002674032,0.001201078,0.000103197,0.002037168,0.725475],"genre_scores_gemma":[0.9913351,0.0000377314,0.0005516536,0.0005144771,0.0001721122,2.120637e-8,0.0005009864,0.001418281,0.005469671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9554876,"threshold_uncertainty_score":0.9701123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424088186876655,"score_gpt":0.2603185338063294,"score_spread":0.2360776519375628,"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."}}