{"id":"W4231695375","doi":"10.3747/co.v18i1.878","title":"E-Manuscript Article Summaries","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; U.S. Food and Drug Administration","keywords":"Medicine; Information retrieval; Data science; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001013978,0.0005877634,0.0006468543,0.001290371,0.0007159639,0.002261169,0.0008452861,0.001817739,0.7225985],"category_scores_gemma":[0.007796455,0.0002435703,0.0005926506,0.0007374279,0.0002632451,0.001034012,0.0006909519,0.001375041,0.4643164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004858625,"about_ca_system_score_gemma":0.001012023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007224269,"about_ca_topic_score_gemma":0.001976185,"domain_scores_codex":[0.9993576,0.0001209882,0.00006248394,0.00007015008,0.0003140094,0.00007473928],"domain_scores_gemma":[0.9938583,0.001252695,0.0002424695,0.0002811387,0.003117451,0.001247866],"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":[0.00003228054,0.00002299616,0.00005357252,0.00008303958,0.000002011674,0.00003270088,0.000004342287,0.00001393445,0.00009587585,0.0001757354,0.9733509,0.02613254],"study_design_scores_gemma":[0.00002460775,0.00003914526,0.0003169885,0.00007316792,0.000003501973,0.00007747474,0.00001719512,0.00003495355,0.00020106,0.0003142206,0.9988919,0.000005870621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001344977,0.007141771,0.00255019,0.04776974,0.190811,0.0009477144,0.01128507,0.002691253,0.7354583],"genre_scores_gemma":[0.003244524,0.003282363,0.0008319248,0.008973635,0.03084206,0.0001098887,0.003203576,0.0005508909,0.9489612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7225985,"threshold_uncertainty_score":0.3956795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09706307357822186,"score_gpt":0.3359851525380058,"score_spread":0.238922078959784,"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."}}