{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03256961,0.0003322379,0.001841507,0.007221733,0.0006911459,0.002554523,0.0009062125,0.0007628887,0.004959496],"category_scores_gemma":[0.1570926,0.0002985004,0.003075974,0.009107447,0.0005685458,0.002262355,0.002029897,0.000844226,0.0003741464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054204,"about_ca_system_score_gemma":0.002750592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030959,"about_ca_topic_score_gemma":0.01300271,"domain_scores_codex":[0.964735,0.01249314,0.009803703,0.001678951,0.01034485,0.0009443039],"domain_scores_gemma":[0.776977,0.1340326,0.04201596,0.005882187,0.03783844,0.003253818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002308661,0.0005682011,0.8678318,0.004026232,0.002753291,0.00005112327,0.001856281,0.0005753349,0.0001927294,0.0002862677,0.003303952,0.1162461],"study_design_scores_gemma":[0.0002842485,0.001675888,0.9780898,0.00213737,0.00277516,0.0001722754,0.002148208,0.002076725,0.0009365456,0.0004580036,0.00915819,0.00008772071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390525,0.01588229,0.004535853,0.002133353,0.0001892061,0.001958591,0.02711846,0.0002099579,0.008919754],"genre_scores_gemma":[0.9848995,0.002112602,0.004819998,0.0004083746,0.00008369213,0.0007915772,0.005937271,0.0000554809,0.0008914574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03256961,"threshold_uncertainty_score":0.1722466,"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."}}