{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02931074,0.002012268,0.002259606,0.002608232,0.003070711,0.006186833,0.00406719,0.002231495,0.0418171],"category_scores_gemma":[0.03768534,0.001179387,0.00237413,0.004148057,0.002111164,0.008912866,0.01755749,0.005573338,0.02627163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002358173,"about_ca_system_score_gemma":0.01333494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634543,"about_ca_topic_score_gemma":0.00848572,"domain_scores_codex":[0.9842685,0.00582812,0.0008436419,0.003401408,0.004082635,0.001575594],"domain_scores_gemma":[0.9500719,0.007697783,0.0013139,0.01425603,0.007466094,0.01919428],"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":[0.002234332,0.0002561493,0.003475591,0.0003530356,0.0003504312,0.0001802144,0.000507119,0.001534849,0.003293182,0.02584078,0.9191568,0.04281752],"study_design_scores_gemma":[0.001484949,0.0004495888,0.007975606,0.0002004052,0.0001363808,0.0001983555,0.0007509034,0.01299686,0.004332939,0.03581912,0.9355017,0.0001531903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02516567,0.001557895,0.09831215,0.03704594,0.009761479,0.003962152,0.6433269,0.09978785,0.08107992],"genre_scores_gemma":[0.03917268,0.0004186307,0.06455061,0.003923563,0.0007400368,0.001913017,0.862133,0.007347216,0.01980124],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9959328,"threshold_uncertainty_score":0.1550118,"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."}}