{"id":"W4406666883","doi":"10.1016/b978-0-323-09644-7.00027-5","title":"10.1016/b978-0-323-09644-7.00027-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Body fluid; Medicine; Internal 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":[0.0009104373,0.001889036,0.001215647,0.001650363,0.001135972,0.004589234,0.002598175,0.003505537,0.9770089],"category_scores_gemma":[0.001617765,0.0007568687,0.0008746543,0.001841308,0.001096272,0.003933953,0.003392989,0.002103052,0.9884903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007810479,"about_ca_system_score_gemma":0.0007983479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661898,"about_ca_topic_score_gemma":0.002853054,"domain_scores_codex":[0.9995826,0.00002634502,0.00002322467,0.0001377734,0.0001635487,0.00006648222],"domain_scores_gemma":[0.9983889,0.0005714789,0.00009763405,0.0002242759,0.0002721428,0.0004456182],"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":[0.0001146518,0.0001056484,0.000258685,0.0003438763,0.00001429577,0.00009132239,0.0000758343,0.0002791401,0.001856045,0.006822198,0.3783366,0.6117016],"study_design_scores_gemma":[0.00001545245,0.00003715808,0.0004004465,0.0002404944,0.000005841671,0.0001387782,0.00005500141,0.0001019543,0.0002499268,0.001271801,0.9974718,0.00001123892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001388074,0.0004672212,0.0009777792,0.0002923481,0.0001587976,0.00003979493,0.0005515578,0.0008464169,0.9965273],"genre_scores_gemma":[0.0003554791,0.0002613335,0.0004010574,0.000109891,0.00003378346,0.0000275664,0.0003424988,0.0002037674,0.9982647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02299112,"threshold_uncertainty_score":0.03279406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831007430068288,"score_gpt":0.2656254491459365,"score_spread":0.2373153748452536,"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."}}