{"id":"W4406669122","doi":"10.1016/b978-0-12-364377-3.50006-6","title":"10.1016/b978-0-12-364377-3.50006-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cytology; History; Medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007182559,0.00187975,0.001186167,0.001640106,0.00126466,0.003888244,0.002516771,0.003556872,0.978634],"category_scores_gemma":[0.001427584,0.0006981934,0.0007974546,0.001722397,0.001044946,0.003501887,0.003175078,0.001930369,0.9880251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007696754,"about_ca_system_score_gemma":0.0007284533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002782936,"about_ca_topic_score_gemma":0.003274865,"domain_scores_codex":[0.9996154,0.00002404904,0.00002192331,0.0001222167,0.0001472282,0.0000690431],"domain_scores_gemma":[0.9987765,0.0004093819,0.00007754635,0.0001701745,0.0002166497,0.0003496973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001242053,0.0001005575,0.000274743,0.0004361825,0.00001302034,0.000103147,0.00007982265,0.0002681791,0.002013159,0.007313909,0.3579449,0.6313282],"study_design_scores_gemma":[0.00001235615,0.00003363181,0.0003429744,0.0002102409,0.000004860644,0.0001461741,0.00005221958,0.00007039194,0.0002390348,0.001073027,0.9978063,0.000008931358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001298381,0.000464552,0.0006072195,0.0002109139,0.0001424332,0.00003447028,0.0004658963,0.0006490674,0.9972957],"genre_scores_gemma":[0.0003429966,0.0002423349,0.0003162223,0.0000862914,0.00002704157,0.00002421302,0.0002995741,0.0001745843,0.9984866],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.021366,"threshold_uncertainty_score":0.03047591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153280560726679,"score_gpt":0.242326008864455,"score_spread":0.2207932032571882,"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."}}