{"id":"W4308956576","doi":"10.1111/ijlh.13994","title":"Memorial notice: William L. Nichols, MD","year":2022,"lang":"en","type":"article","venue":"International Journal of Laboratory Hematology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Notice; Philosophy; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008734575,0.000668516,0.0005368958,0.0006617671,0.001101414,0.001575944,0.0007095328,0.003121143,0.1550438],"category_scores_gemma":[0.006554083,0.0003156869,0.0003366043,0.0002227258,0.0004641905,0.001123109,0.001002199,0.004936406,0.07558111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008307687,"about_ca_system_score_gemma":0.001861437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003154485,"about_ca_topic_score_gemma":0.007382432,"domain_scores_codex":[0.9995185,0.00006234102,0.00002834373,0.0001051694,0.0002093102,0.00007628543],"domain_scores_gemma":[0.9962218,0.0005425301,0.0001365445,0.0001329689,0.001475257,0.00149094],"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":[0.00002019964,0.000008324576,0.0001453161,0.00001186866,0.000001409454,0.00008421367,0.000006428594,0.00001121558,0.00005129501,0.0001527889,0.987988,0.01151881],"study_design_scores_gemma":[0.00003017083,0.00002745817,0.0009126067,0.0001110358,0.000005885357,0.001007374,0.00009087822,0.00007100114,0.0001752251,0.0004983253,0.9970576,0.00001238086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001528014,0.01652577,0.0009815496,0.6104866,0.2293812,0.0000921228,0.0006791514,0.0006485671,0.1396771],"genre_scores_gemma":[0.01448272,0.01709426,0.0008785213,0.1615363,0.1305194,0.00009279162,0.0005910794,0.0002765273,0.6745285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1550438,"threshold_uncertainty_score":0.5186731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041673247939086,"score_gpt":0.2988150931159111,"score_spread":0.2883983606365203,"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."}}