{"id":"W4256511398","doi":"10.3747/co.v18i3.922","title":"E-Manuscript Article Summaries","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Data science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001504694,0.0008135863,0.0008082038,0.002135503,0.0009108451,0.003353061,0.001057365,0.001792525,0.846118],"category_scores_gemma":[0.01153872,0.0003647912,0.000754185,0.001488155,0.0002795314,0.0015556,0.001321643,0.001165061,0.7268106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005509429,"about_ca_system_score_gemma":0.00164176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006370279,"about_ca_topic_score_gemma":0.00140172,"domain_scores_codex":[0.9988519,0.0001903258,0.0001329416,0.0001233637,0.00059846,0.0001030264],"domain_scores_gemma":[0.9883984,0.001573873,0.0004256195,0.0006663234,0.007043257,0.001892608],"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":[0.00002814206,0.00001925522,0.00005404484,0.0001228338,0.000002204612,0.00003222186,0.000005397878,0.00001974793,0.00009784623,0.0001998545,0.9657534,0.03366503],"study_design_scores_gemma":[0.00001593198,0.00002121472,0.0001965785,0.00005944469,0.000002195377,0.00004336534,0.00001410359,0.00002483119,0.0001135212,0.0002557085,0.9992486,0.000004555299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009483476,0.00401156,0.003302896,0.02514522,0.1682979,0.0015119,0.02482674,0.004913468,0.767042],"genre_scores_gemma":[0.002378771,0.002238553,0.001202704,0.005305581,0.02503088,0.0002001013,0.00741689,0.0008235886,0.9554029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.846118,"threshold_uncertainty_score":0.219494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09640852683478121,"score_gpt":0.3386740036313567,"score_spread":0.2422654767965755,"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."}}