{"id":"W4406582427","doi":"10.1016/s1283-0828(03)35943-5","title":"10.1016/s1283-0828(03)35943-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cytology; Gynecology; 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":[0.001129508,0.002667783,0.001756239,0.002708421,0.002260352,0.003768848,0.003524582,0.005982646,0.9906156],"category_scores_gemma":[0.001788047,0.0009909077,0.00169605,0.002043033,0.001645534,0.00473656,0.003600837,0.002820739,0.993115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071657,"about_ca_system_score_gemma":0.00118839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003862696,"about_ca_topic_score_gemma":0.003729452,"domain_scores_codex":[0.99931,0.00004997014,0.00005669383,0.0002242122,0.0001913424,0.000167778],"domain_scores_gemma":[0.9975147,0.0006390053,0.0001399742,0.0002541375,0.0004411323,0.001010975],"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":[0.0004193959,0.000262733,0.000856254,0.0005528771,0.00003489263,0.0002357686,0.00008811479,0.0003691541,0.001735076,0.004275474,0.4078275,0.5833427],"study_design_scores_gemma":[0.0000759605,0.000127096,0.0008731848,0.0003063522,0.00001385703,0.0003573149,0.00009800918,0.0001941624,0.0003442305,0.0005902843,0.9969951,0.00002442616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003773041,0.0003860108,0.0006029006,0.0004222735,0.0003293113,0.000113999,0.0007248143,0.0008535322,0.9961898],"genre_scores_gemma":[0.0004978873,0.0001674261,0.0003584891,0.0002328241,0.00009288143,0.0000589448,0.0004087565,0.0001485139,0.9980342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009384394,"threshold_uncertainty_score":0.01338559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570239303561451,"score_gpt":0.2583458375421512,"score_spread":0.2426434445065367,"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."}}