{"id":"W4380153101","doi":"10.1002/cncy.22734","title":"Homage to Georgios Papanikolaou: A pilgrimage to his birthplace","year":2023,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; HERO; Test (biology); Pilgrimage; Ancient history; History; Literature; Art","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":[0.002536484,0.0009844534,0.0009409192,0.001119323,0.01187566,0.007075671,0.0008416746,0.004571379,0.006841461],"category_scores_gemma":[0.009666806,0.0004755918,0.0004435608,0.0006486254,0.01318765,0.005665125,0.004532641,0.02223109,0.003477874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020936,"about_ca_system_score_gemma":0.002314412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003472936,"about_ca_topic_score_gemma":0.004563334,"domain_scores_codex":[0.9979278,0.0009924254,0.00003974064,0.0002548239,0.0004454927,0.0003397077],"domain_scores_gemma":[0.9967638,0.001210572,0.0002916616,0.0001675215,0.0003860941,0.001180244],"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":[0.00009766257,0.0001003155,0.002329846,0.0001590505,0.00003393778,0.003519035,0.07229925,0.00008058873,0.0004563216,0.06262987,0.8164079,0.04188627],"study_design_scores_gemma":[0.000009749073,0.00006163315,0.0004856674,0.0003975627,0.00001399018,0.005936403,0.02564954,0.00005737619,0.0002459593,0.01264556,0.9544556,0.00004108586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01237634,0.04317208,0.00127258,0.8340948,0.06603418,0.00001485189,0.00004662228,0.0002240197,0.04276454],"genre_scores_gemma":[0.2798729,0.05762263,0.001974928,0.4650683,0.05698165,0.00006802456,0.00006561867,0.0008126686,0.1375333],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01187566,"threshold_uncertainty_score":0.02288693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672293976031053,"score_gpt":0.4030697124859835,"score_spread":0.3563467727256729,"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."}}