{"id":"W3188240681","doi":"10.1007/s13187-021-02075-2","title":"Quality Assessment of Online Resources for the Most Common Cancers","year":2021,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Readability; Medicine; Quality (philosophy); Descriptive statistics; Inclusion (mineral); Cancer; Health care; The Internet; Educational resources; Quality Score; Family medicine; Medical education; Medical physics; Internal medicine; World Wide Web; Computer science; Statistics; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002523047,0.00006122197,0.0002438702,0.00005252968,0.0003317293,0.00001163471,0.0001623812,0.00006408604,0.0004139789],"category_scores_gemma":[0.0005076454,0.0000394417,0.00007566896,0.0002319718,0.00003252912,0.0003687938,0.00002151843,0.0004031123,4.950381e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000680335,"about_ca_system_score_gemma":0.01170545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491412,"about_ca_topic_score_gemma":0.00187074,"domain_scores_codex":[0.9973072,0.0004409483,0.0017636,0.00006492034,0.0002791483,0.0001441892],"domain_scores_gemma":[0.9940547,0.001059821,0.002379461,0.0002152911,0.00220972,0.00008094416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001623336,0.0002441588,0.7157537,0.001288407,0.0000591343,5.34183e-8,0.008776841,0.0003560403,0.0001289394,0.001406131,0.02893604,0.2428882],"study_design_scores_gemma":[0.0003882332,0.00003306346,0.6798183,0.0003130374,0.00002450387,6.041803e-7,0.01191299,0.0006796442,0.0000539589,0.0003807606,0.306359,0.00003590368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705334,0.002820159,0.0025129,0.0182658,0.003737648,0.0004376421,0.0001283934,0.000004422148,0.001559662],"genre_scores_gemma":[0.9847795,0.001008066,0.00398017,0.008136863,0.001252165,0.00008911094,0.00002727491,0.000007030977,0.0007198257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2774229,"threshold_uncertainty_score":0.9938973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113464172912313,"score_gpt":0.6198881365314336,"score_spread":0.5064239636191206,"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."}}