{"id":"W4231730135","doi":"10.1016/s1701-2163(16)34541-8","title":"Awards","year":2010,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Acculturation; Papanicolaou stain; Pap test; Ethnic group; Cervical cancer; Demography; Test (biology); Gynecology; Papanicolaou Test; Clinical psychology; Cancer; Cervical cancer screening","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802487,0.00003724269,0.0001094808,0.00006231217,0.0004001643,0.00002016139,0.00008360152,0.00006423252,0.0002745322],"category_scores_gemma":[0.00330576,0.00002891794,0.00002729524,0.0001932726,0.0001389887,0.0000566318,0.00001789911,0.0002277007,2.409944e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730989,"about_ca_system_score_gemma":0.00193985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09953239,"about_ca_topic_score_gemma":0.7418458,"domain_scores_codex":[0.9994282,0.000028482,0.000154831,0.00004235214,0.0002091718,0.0001370185],"domain_scores_gemma":[0.9985505,0.0008788838,0.0001287936,0.00003853539,0.0002672896,0.0001359787],"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":[0.000002316196,0.0001059867,0.3433982,0.00001755714,0.0002194752,0.002394052,0.005130754,0.00003447992,0.0000515741,0.1523579,0.08713437,0.4091533],"study_design_scores_gemma":[0.0002105231,0.00002995124,0.1989497,2.814396e-7,0.00001435118,0.000006768979,0.001058624,0.000003891025,0.000002400201,0.0004960279,0.7991861,0.00004133198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9018314,0.001659553,0.00001093489,0.006045231,0.04107175,0.00005131561,0.000005638934,0.000003017296,0.04932111],"genre_scores_gemma":[0.998715,0.00009751885,0.0002029434,0.0001912272,0.0001086312,2.700056e-7,1.297011e-7,0.000002198083,0.0006820788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7120517,"threshold_uncertainty_score":0.9064639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009889536200797975,"score_gpt":0.254296870378402,"score_spread":0.2444073341776041,"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."}}