{"id":"W4206038228","doi":"10.1001/jamanetworkopen.2021.41633","title":"Analysis of Platelet Count and New Cancer Diagnosis Over a 10-Year Period","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Period (music); Platelet; Medicine; Cancer; Internal medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009890618,0.0002150043,0.000237285,0.001294271,0.0003520972,0.0005142931,0.0004728648,0.0002915354,0.0009723767],"category_scores_gemma":[0.003301911,0.0001386553,0.0004462118,0.001730384,0.0003074715,0.0003083342,0.0003261129,0.000346607,0.0001105909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009137574,"about_ca_system_score_gemma":0.0009451723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06187072,"about_ca_topic_score_gemma":0.07077485,"domain_scores_codex":[0.9990419,0.0002079023,0.00009504182,0.0002233045,0.0003183061,0.0001135546],"domain_scores_gemma":[0.9970426,0.0005022706,0.001793864,0.0001445446,0.0002845927,0.000232087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000711102,0.000005224671,0.9990605,0.000008169452,0.00006010106,0.00002827417,0.00002092308,0.00004041283,0.00007883412,0.000008728559,0.00006973913,0.0005478624],"study_design_scores_gemma":[0.000003086527,0.00003892698,0.9992251,0.000005039114,0.00003472797,0.0001111718,0.00003867979,0.0002052926,0.00005770152,0.00001211779,0.0002659355,0.000002091438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941835,0.001044474,0.0005868641,0.0001324041,0.00001251471,0.00002496535,0.002961156,0.00001870257,0.001035377],"genre_scores_gemma":[0.9979224,0.0001790539,0.0002989257,0.0000207458,0.00000933487,0.00001945205,0.001241609,0.000002815771,0.0003056859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06187072,"threshold_uncertainty_score":0.1230212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456765837232643,"score_gpt":0.302779883332213,"score_spread":0.2782122249598865,"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."}}