{"id":"W2529788274","doi":"10.1503/cmaj.1150121","title":"Effect of HPV on cervical cancer screening in Alberta","year":2016,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network; Université Laval; Health Canada","funders":"","keywords":"Cervical cancer; Medicine; Human papillomavirus; Family medicine; Cervical cancer screening; Health plan; Gynecology; Health care; Cancer; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003711182,0.0004283701,0.0005873026,0.0004686145,0.001610005,0.0009937206,0.001512893,0.002127306,0.001324947],"category_scores_gemma":[0.01124077,0.0003805299,0.0009752259,0.001052992,0.0008273413,0.0001829509,0.0004840829,0.00127212,0.0001311105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02654496,"about_ca_system_score_gemma":0.02178096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9178504,"about_ca_topic_score_gemma":0.9267031,"domain_scores_codex":[0.9962359,0.001453249,0.0001877393,0.000294399,0.00118865,0.0006399822],"domain_scores_gemma":[0.9943495,0.002682433,0.0005222051,0.0002340393,0.00145492,0.0007569963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01578666,0.001312334,0.8405917,0.0004945546,0.001838324,0.002925507,0.001085161,0.003546058,0.002960959,0.001163743,0.04480621,0.08348865],"study_design_scores_gemma":[0.005727918,0.004244572,0.9584998,0.0003313364,0.003027809,0.001098276,0.001066489,0.004444137,0.001424048,0.0005677094,0.01948782,0.00008003791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9087492,0.00940693,0.0003457204,0.06102593,0.001098288,0.0002523911,0.00243573,0.00008582457,0.01660002],"genre_scores_gemma":[0.9759181,0.001628284,0.000400946,0.01887498,0.0004593346,0.00005162164,0.0004195624,0.000009922885,0.002237332],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08214962,"threshold_uncertainty_score":0.192598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288259761624892,"score_gpt":0.3154012617232562,"score_spread":0.3025186641070073,"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."}}