{"id":"W4246348237","doi":"10.3747/co.v18i5.967","title":"E-Manuscript Article Summaries","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Data science; Information retrieval; World Wide Web; 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":[0.001315637,0.0007174617,0.0006911617,0.002041075,0.0007181194,0.002194915,0.001001657,0.001488725,0.7680042],"category_scores_gemma":[0.0106716,0.0003126993,0.0006663043,0.001175573,0.0002185407,0.001030758,0.0008862016,0.001007228,0.5153607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092774,"about_ca_system_score_gemma":0.001151413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007934667,"about_ca_topic_score_gemma":0.00194314,"domain_scores_codex":[0.9990333,0.000194642,0.0001160589,0.0001075693,0.0004556725,0.00009266222],"domain_scores_gemma":[0.9910609,0.001813528,0.0003546513,0.0005159823,0.005052487,0.001202407],"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":[0.00004918126,0.0000297616,0.0001396045,0.0001386018,0.000003538795,0.00006834409,0.00000696216,0.00002691058,0.0001662228,0.0001852175,0.9567967,0.04238893],"study_design_scores_gemma":[0.00003152031,0.0000446708,0.0006379951,0.00008957985,0.000004763327,0.0001239643,0.00002387813,0.00005481549,0.0003294983,0.0003705565,0.9982793,0.000009318381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002086996,0.005060218,0.005004502,0.0362698,0.1682397,0.001800048,0.02624436,0.00431436,0.7509801],"genre_scores_gemma":[0.004625698,0.003397211,0.002228415,0.005938823,0.02412098,0.0002172707,0.008228452,0.0008999868,0.9503432],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7680042,"threshold_uncertainty_score":0.3309138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2008373316766687,"score_gpt":0.4051792941078486,"score_spread":0.2043419624311799,"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."}}