{"id":"W2415666833","doi":"10.1158/2159-8290.cd-nb2015-159","title":"Huge Data-Sharing Project Launched","year":2015,"lang":"en","type":"article","venue":"Cancer Discovery","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Launched; Genomics; Data sharing; Precision medicine; Genomic medicine; Cancer; Medicine; Data science; Political science; Family medicine; Alternative medicine; Computer science; Computational biology; Biology; Pathology; Internal medicine; Engineering; Genetics","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":[0.0001567097,0.0001255269,0.0001183381,0.00002380956,0.0000347755,0.00009964001,0.0005278139,0.00007278628,0.000008888571],"category_scores_gemma":[0.0001227081,0.0001200445,0.00003860351,0.00007410847,0.00004525276,0.00001634101,0.0006841903,0.00006145681,0.00001061433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005533949,"about_ca_system_score_gemma":0.0005855226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004818858,"about_ca_topic_score_gemma":0.000500137,"domain_scores_codex":[0.9990173,0.00001121823,0.0001375641,0.0005031884,0.0001102308,0.0002205056],"domain_scores_gemma":[0.9988717,0.000007206993,0.00005706925,0.0009240349,0.00005519739,0.00008481082],"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":[0.0006375264,0.0002224313,0.07238457,0.000110514,0.0003604372,0.00002963526,0.0003538088,0.001778172,0.1447903,0.001616406,0.7662393,0.01147687],"study_design_scores_gemma":[0.001511218,0.0001960999,0.001742725,0.00004089511,0.00007167701,0.000009717661,0.0002766318,0.0004768317,0.04635971,0.000419265,0.9483693,0.000525873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777561,0.01043669,0.00220125,0.0002995203,0.00128776,0.0003009157,0.0009550623,0.00002244035,0.00674028],"genre_scores_gemma":[0.9912983,0.001709807,0.0004051104,0.0009553274,0.001683404,0.00007558492,0.001170255,0.00004221245,0.002659994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18213,"threshold_uncertainty_score":0.4895273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08838912374827149,"score_gpt":0.3396458167703753,"score_spread":0.2512566930221038,"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."}}