{"id":"W1983007533","doi":"10.1371/journal.pone.0107088","title":"Evaluation of HPV Infection and Smoking Status Impacts on Cell Proliferation in Epithelial Layers of Cervical Neoplasia","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Occupational Cancer Research Centre","funders":"National Cancer Institute; BC Cancer Agency","keywords":"Epithelium; Pathology; Cell growth; Cell; Cervical intraepithelial neoplasia; Basal (medicine); Biology; Lesion; Grading (engineering); Medicine; Cervical cancer; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007172197,0.0002041222,0.0001970221,0.001363137,0.0002825473,0.0005245524,0.0002009748,0.0002255778,0.0009886511],"category_scores_gemma":[0.001035513,0.0001614325,0.000222723,0.0007974242,0.0002360685,0.0002643376,0.000328546,0.0001775163,0.0001864089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005424,"about_ca_system_score_gemma":0.0001622547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142329,"about_ca_topic_score_gemma":0.002798032,"domain_scores_codex":[0.9996396,0.0001083535,0.00003511555,0.00006774627,0.0001078834,0.00004129569],"domain_scores_gemma":[0.999426,0.0001753893,0.0001329924,0.00007175578,0.0001358666,0.00005809951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005807366,0.00005471417,0.8899258,0.00009094462,0.00007836904,0.0001242099,0.0002763601,0.0002550186,0.08974186,0.00006174538,0.00003599103,0.01877432],"study_design_scores_gemma":[0.000001648792,0.0001991985,0.9837382,0.000007589217,0.00004781653,0.0004187928,0.0001442902,0.0007649834,0.01427948,0.00004468068,0.0003474648,0.000005849406],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978105,0.0008980563,0.000667516,0.00000607783,0.000002402074,0.00001383946,0.0001450859,0.00001223814,0.0004442592],"genre_scores_gemma":[0.9977242,0.000404017,0.001277902,0.000005786625,0.000003091641,0.00001338866,0.0002212747,0.000004906845,0.0003454442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00142329,"threshold_uncertainty_score":0.003793061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07399653744571501,"score_gpt":0.32833702690911,"score_spread":0.254340489463395,"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."}}