{"id":"W4293105480","doi":"10.3390/curroncol29080445","title":"Misinformation and Facts about Breast Cancer Screening","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Medicine; Mammography; Breast cancer; Family medicine; Observational study; Breast cancer screening; Population; Confusion; Overdiagnosis; Alternative medicine; Cancer; Gynecology; Pathology; Psychology; Environmental health; Internal medicine; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.0336975,0.0007472119,0.0009968304,0.003869057,0.003762085,0.007725984,0.001450666,0.01097567,0.002303496],"category_scores_gemma":[0.1638293,0.0006708506,0.0006867347,0.002565934,0.02460621,0.01468065,0.00421766,0.01562844,0.001213544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004514505,"about_ca_system_score_gemma":0.004011685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003242457,"about_ca_topic_score_gemma":0.004517654,"domain_scores_codex":[0.9395983,0.03519103,0.005590707,0.002186933,0.01653443,0.0008985769],"domain_scores_gemma":[0.7485802,0.2071206,0.02522025,0.006261304,0.01078748,0.002030148],"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":[0.0002519032,0.00007418633,0.01113328,0.00339393,0.0002863667,0.002416505,0.04796122,0.0005311532,0.0007062856,0.3110941,0.4443913,0.1777598],"study_design_scores_gemma":[0.00003820165,0.00011471,0.008308102,0.01132852,0.000188944,0.004733094,0.01938551,0.0004629665,0.001109889,0.2869425,0.6671841,0.0002034886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006783071,0.06893329,0.002957376,0.8920799,0.009081425,0.00002290808,0.0002238449,0.00005279216,0.01986529],"genre_scores_gemma":[0.2418079,0.1078111,0.005941813,0.6072044,0.03205422,0.00008250671,0.0003201642,0.0001253084,0.004652603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0336975,"threshold_uncertainty_score":0.1782116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193970699254191,"score_gpt":0.4485859444144262,"score_spread":0.2546152451602352,"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."}}