{"id":"W4406637196","doi":"10.1016/b978-0-7295-3929-6.50027-6","title":"10.1016/b978-0-7295-3929-6.50027-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pharmacology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007301929,0.001969424,0.001125895,0.001561243,0.0011727,0.004236519,0.002274771,0.003473208,0.9694519],"category_scores_gemma":[0.001468602,0.0007059143,0.0007233198,0.001718876,0.000909156,0.004123465,0.002948,0.002037505,0.9849206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007147432,"about_ca_system_score_gemma":0.0007915655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002741913,"about_ca_topic_score_gemma":0.003125233,"domain_scores_codex":[0.999627,0.00002383378,0.00002223013,0.0001152386,0.0001468327,0.00006479558],"domain_scores_gemma":[0.9986595,0.0004224355,0.00008690522,0.000185148,0.0002513022,0.0003947421],"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":[0.00009468885,0.0001036376,0.0002796656,0.0003390695,0.00001159248,0.0001019749,0.00007670609,0.00026161,0.001785219,0.006403547,0.3950299,0.5955123],"study_design_scores_gemma":[0.0000102808,0.0000328995,0.0003941556,0.0002060023,0.000004798649,0.0001453528,0.0000555867,0.0000859813,0.0002106555,0.001081168,0.9977642,0.000008871179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001233411,0.0004459865,0.0006952515,0.0002204912,0.0001580698,0.00003082404,0.0003637759,0.0006326197,0.9973296],"genre_scores_gemma":[0.0003233684,0.0002645173,0.0003049745,0.00009133419,0.00003166393,0.00002054376,0.0002567418,0.0001590847,0.9985477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0305481,"threshold_uncertainty_score":0.04357308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009692006241031744,"score_gpt":0.1846431512712854,"score_spread":0.1749511450302536,"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."}}