{"id":"W2085367876","doi":"10.1503/cmaj.121781","title":"Preventing cervical cancer: beyond following guidelines","year":2013,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Task force; Task (project management); Cervical cancer; Medicine; Family medicine; Cancer; Psychology; Political science; Engineering; Public administration; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004764997,0.0008569378,0.001395982,0.002238738,0.003732922,0.002244013,0.002850326,0.0180744,0.04304396],"category_scores_gemma":[0.03298902,0.0004170121,0.001811781,0.001686954,0.001776898,0.007315115,0.002056467,0.0218644,0.03746747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005070228,"about_ca_system_score_gemma":0.01841372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04916821,"about_ca_topic_score_gemma":0.1365938,"domain_scores_codex":[0.99275,0.001941753,0.0009274716,0.0003166811,0.003440567,0.0006235173],"domain_scores_gemma":[0.9725506,0.005856739,0.00137383,0.0009881613,0.01412427,0.005106408],"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":[0.000005552812,0.00004366754,0.0001445424,0.0001392773,0.000003333271,0.0001465476,0.00004965918,0.00002374748,0.00007501682,0.0009039738,0.969491,0.02897368],"study_design_scores_gemma":[0.00003284443,0.00003877897,0.001245252,0.002288701,0.00001435931,0.0006490091,0.0002239188,0.0001015464,0.00006695798,0.005974036,0.9893298,0.00003475431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001921017,0.009449678,0.0008277508,0.9346172,0.02364405,0.0001642683,0.0004077356,0.0002231662,0.03047415],"genre_scores_gemma":[0.002495307,0.01887345,0.004468232,0.9162638,0.02635672,0.0002696711,0.0008881354,0.0001316596,0.03025306],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04916821,"threshold_uncertainty_score":0.1439964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146915391114044,"score_gpt":0.3435604953322586,"score_spread":0.3120913414211182,"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."}}