{"id":"W4247911202","doi":"10.1002/cncr.21942","title":"Author reply","year":2006,"lang":"en","type":"article","venue":"Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Status quo; Papanicolaou stain; Quality (philosophy); Cytopathology; Intensive care medicine; Risk analysis (engineering); Pathology; Law; Political science; Cervical cancer; Cancer","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":[0.006627236,0.0008257008,0.001309713,0.0009622153,0.002438706,0.003503059,0.003322655,0.02945347,0.01771984],"category_scores_gemma":[0.06077976,0.0008158618,0.001347414,0.0009879081,0.002849818,0.005424489,0.002444179,0.03710062,0.01250228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002972143,"about_ca_system_score_gemma":0.004296346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543022,"about_ca_topic_score_gemma":0.003768486,"domain_scores_codex":[0.9959679,0.001173803,0.0004933486,0.0006434505,0.001315373,0.0004061711],"domain_scores_gemma":[0.9715829,0.01363271,0.001627219,0.0009911811,0.01031013,0.001855974],"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":[0.00002454747,0.000007130653,0.0002883689,0.00006118283,0.000008430954,0.000473433,0.0001194676,0.00002521891,0.00007626506,0.0007870252,0.9946082,0.003520735],"study_design_scores_gemma":[0.00002775657,0.00002515219,0.0007767485,0.0002019323,0.00001846274,0.001843004,0.0004767827,0.0001154457,0.0002709153,0.001960631,0.994225,0.00005809297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002996172,0.001596792,0.0001913752,0.9340662,0.06212588,0.00001917843,0.0000914568,0.00008033238,0.001529136],"genre_scores_gemma":[0.002016943,0.0007839638,0.000243183,0.971307,0.02047065,0.00003821804,0.0000301544,0.00004108476,0.005068643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02945347,"threshold_uncertainty_score":0.05927873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04726268158870855,"score_gpt":0.3994893610461734,"score_spread":0.3522266794574649,"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."}}