{"id":"W4406584000","doi":"10.1016/j.ypat.2013.05.002","title":"10.1016/j.ypat.2013.05.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Trephine; Bone marrow; Lineage (genetic); Antigen; Pathology; Immunology; Gene; Genetics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005709081,0.0001198677,0.0002504686,0.00004048812,0.00004060336,0.00001429762,0.00008029318,0.00009315964,0.9980676],"category_scores_gemma":[0.0002365476,0.00009282219,0.00007030695,0.0001486903,0.00003549582,0.00002634899,0.00002295901,0.0001065375,0.9958317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428089,"about_ca_system_score_gemma":0.00002409881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000204297,"about_ca_topic_score_gemma":1.610803e-7,"domain_scores_codex":[0.9992031,0.00001678969,0.0001695102,0.0001881967,0.0001637792,0.0002586046],"domain_scores_gemma":[0.9993277,0.0001046286,0.00001553315,0.0002387461,0.00004103348,0.0002723229],"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":[0.0001017923,0.0001697593,0.000002058084,0.00001345738,0.00001139149,0.00005913068,0.000007173808,0.000006517253,0.00000977095,0.000004246903,0.6862049,0.3134098],"study_design_scores_gemma":[0.0005224131,0.0004992819,0.000190285,0.00004122773,0.00003432716,0.000037596,0.000001470962,0.0001413526,0.0000435345,0.00002817466,0.9983392,0.0001210984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002369127,0.0002037954,0.000002239313,0.002314377,0.000001242572,0.0002507655,0.000008808357,0.0001211959,0.9947284],"genre_scores_gemma":[0.0007589753,0.000003346123,0.0002197365,0.0005186069,0.00007378043,0.00001782298,0.00002211282,0.00001747815,0.9983681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3132887,"threshold_uncertainty_score":0.3785179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009523206030263517,"score_gpt":0.204380395920144,"score_spread":0.1948571898898804,"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."}}