{"id":"W2167798816","doi":"10.3109/08958378.2011.638948","title":"Letter re Marsh et al","year":2012,"lang":"en","type":"letter","venue":"Inhalation Toxicology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Marsh; Environmental science; Biology; Ecology; Wetland","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":[0.001711136,0.001004042,0.00119135,0.0007544657,0.002663117,0.003286735,0.00126163,0.02972551,0.009013011],"category_scores_gemma":[0.01687364,0.0006778293,0.001030176,0.0004576578,0.001523972,0.002743165,0.001205725,0.02304869,0.009263759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002710256,"about_ca_system_score_gemma":0.002748236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003418244,"about_ca_topic_score_gemma":0.005578243,"domain_scores_codex":[0.9981667,0.0004975682,0.0001717435,0.0003046241,0.0005236614,0.0003357362],"domain_scores_gemma":[0.9971657,0.0009161285,0.0002511205,0.000118504,0.0008915756,0.000656956],"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":[0.00003205135,0.00003512946,0.000601905,0.0000317731,0.00001018317,0.002418459,0.0000503021,0.0000327044,0.00006532568,0.0005010227,0.9916733,0.004547703],"study_design_scores_gemma":[0.0001257618,0.00007937249,0.001625301,0.0002911488,0.00003205159,0.007046924,0.0005356445,0.0003102255,0.0001458534,0.003593197,0.9861596,0.00005502939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005778231,0.001262411,0.00006192071,0.9250503,0.06782494,0.00001505309,0.00004689804,0.00003214779,0.005128489],"genre_scores_gemma":[0.006021347,0.001510669,0.0001621695,0.8823768,0.08926521,0.00004261307,0.00005229704,0.00002578124,0.02054314],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02972551,"threshold_uncertainty_score":0.03015149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06670617385078755,"score_gpt":0.3769534556812956,"score_spread":0.3102472818305081,"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."}}