{"id":"W4286212789","doi":"10.1007/s13187-022-02198-0","title":"Quality of Online Information for Esophageal Cancer","year":2022,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto; BC Cancer Agency","funders":"","keywords":"Readability; Medicine; Quality (philosophy); Esophageal cancer; The Internet; Information quality; Quality Score; Cancer; Online search; Family medicine; World Wide Web; Internal medicine; Computer science; Information system; Business; Marketing","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":[0.005666081,0.000140885,0.0005400715,0.002076567,0.0004658734,0.0023367,0.0004334162,0.000733468,0.009048198],"category_scores_gemma":[0.06485685,0.0001600808,0.001192688,0.002726961,0.0002935079,0.002409812,0.001494297,0.0008318,0.0005400278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007705267,"about_ca_system_score_gemma":0.0008550631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006900505,"about_ca_topic_score_gemma":0.009378873,"domain_scores_codex":[0.9936581,0.002468739,0.001397402,0.0002899537,0.001718298,0.0004674586],"domain_scores_gemma":[0.9306029,0.0423345,0.01477361,0.001847923,0.008489545,0.001951481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004186493,0.0003530028,0.9499232,0.0004270361,0.0002455472,0.00009737526,0.0009874424,0.0001044666,0.0001312067,0.00009861748,0.001245621,0.04596782],"study_design_scores_gemma":[0.00002838666,0.0004956214,0.9923865,0.0004314466,0.0003332675,0.0002934099,0.002075804,0.0007096271,0.0004793398,0.0002423537,0.002498389,0.00002577148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982209,0.004584541,0.000418694,0.001921035,0.0000820142,0.0000832927,0.002633283,0.000043796,0.008024276],"genre_scores_gemma":[0.9967631,0.0008231195,0.0003779072,0.0003406026,0.00006276387,0.00002110701,0.0008004431,0.00001425171,0.000796698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009048198,"threshold_uncertainty_score":0.03026921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08115178110148422,"score_gpt":0.5907025055600403,"score_spread":0.5095507244585561,"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."}}