{"id":"W4406584108","doi":"10.1016/j.ypat.2013.04.014","title":"10.1016/j.ypat.2013.04.014","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine","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":["insufficient_payload"],"category_scores_codex":[0.0007937647,0.001180405,0.0005834536,0.001554865,0.0009818367,0.003276927,0.001090402,0.0038197,0.880742],"category_scores_gemma":[0.001757215,0.0004534744,0.0006344289,0.0007533571,0.0009424085,0.002353742,0.001338275,0.001873579,0.8255634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00091054,"about_ca_system_score_gemma":0.001475028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002304487,"about_ca_topic_score_gemma":0.00206389,"domain_scores_codex":[0.9996725,0.00003118928,0.00002911316,0.0000857793,0.00009235006,0.00008902614],"domain_scores_gemma":[0.9990047,0.0001838169,0.0001374609,0.00006031295,0.0002095203,0.0004043403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003285893,0.0003164411,0.008196105,0.0004830628,0.00004638426,0.0006706829,0.0001346449,0.0002719517,0.0007177003,0.005807881,0.3234121,0.6596144],"study_design_scores_gemma":[0.00007884071,0.0001450483,0.006989434,0.001155892,0.00005835256,0.005707302,0.0003984126,0.0003814493,0.0005784501,0.006730022,0.9777419,0.000034949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007761518,0.01878305,0.004049399,0.01688296,0.003926489,0.0001238248,0.003668569,0.002361706,0.9424425],"genre_scores_gemma":[0.0248177,0.008616637,0.003742229,0.004030676,0.001300654,0.0001109175,0.00284366,0.0004637866,0.9540738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.119258,"threshold_uncertainty_score":0.1701071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006613722806651922,"score_gpt":0.1879710083914916,"score_spread":0.1813572855848397,"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."}}