{"id":"W4292426993","doi":"10.7759/cureus.28120","title":"The Past and Present of Breast Cancer Resources: A Re-evaluation of the Quality of Online Resources After Eight Years","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Calgary Laboratory Services; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Quality (philosophy); Oncology; Cancer; Family medicine; Internal medicine","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":[0.02112665,0.0003217609,0.0007433391,0.01979645,0.0006604689,0.003288422,0.001150984,0.0007027743,0.001582663],"category_scores_gemma":[0.1011045,0.0003504113,0.001862998,0.01579365,0.001105587,0.005746976,0.002905105,0.0008109698,0.0005222863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002793169,"about_ca_system_score_gemma":0.001918469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243139,"about_ca_topic_score_gemma":0.01732543,"domain_scores_codex":[0.9884721,0.002765564,0.003178084,0.001131498,0.003895859,0.0005569264],"domain_scores_gemma":[0.8299711,0.06984079,0.04829859,0.009794756,0.0386855,0.003409233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003377676,0.0000504054,0.9452376,0.001372582,0.0004230432,0.0001296624,0.004827062,0.0001533786,0.0001617623,0.0001924738,0.0018902,0.04522408],"study_design_scores_gemma":[0.0000102695,0.0001546565,0.9883433,0.0007052177,0.0002082901,0.0003074444,0.00385795,0.0004084654,0.0003012418,0.0001253628,0.005542831,0.00003498189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680531,0.01399894,0.001040149,0.001416454,0.0001256338,0.0002227149,0.009745281,0.0000782413,0.005319452],"genre_scores_gemma":[0.9880369,0.003434181,0.001266375,0.0002496861,0.00008466178,0.0001623436,0.005886046,0.0000470149,0.000832791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02112665,"threshold_uncertainty_score":0.1117297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09532474682828675,"score_gpt":0.4745447683550043,"score_spread":0.3792200215267176,"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."}}