{"id":"W2766022173","doi":"10.1007/s13187-017-1290-8","title":"Quality of Online Resources for Pancreatic Cancer Patients","year":2017,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Pancreatic cancer; Cancer; Quality (philosophy); Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001605922,0.00007349918,0.0003134023,0.00008636349,0.0005620392,0.00001768259,0.0002767046,0.000085021,0.0002932491],"category_scores_gemma":[0.001622017,0.0000547724,0.00008271233,0.0000489484,0.00004230442,0.0009424257,0.00002453118,0.0002490119,0.000001772024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057653,"about_ca_system_score_gemma":0.00221528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002034282,"about_ca_topic_score_gemma":0.0005605316,"domain_scores_codex":[0.997414,0.0001849496,0.001902514,0.00007325842,0.0002577016,0.000167585],"domain_scores_gemma":[0.9909811,0.0002251281,0.005972535,0.0002704615,0.002453037,0.00009774917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002623784,0.0002054369,0.8695953,0.001081877,0.00001787764,3.707788e-9,0.003689882,0.000003375235,0.00001863095,0.00008134163,0.007579687,0.1174641],"study_design_scores_gemma":[0.0008598023,0.00006321215,0.9089731,0.0006948654,0.00002349306,4.026503e-8,0.001036042,0.00005940178,0.00002971734,0.0004308616,0.08777968,0.00004976533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917629,0.0006433293,0.0001597016,0.002921246,0.003137385,0.0004857557,0.0001488782,0.00000358606,0.0007372626],"genre_scores_gemma":[0.9945639,0.0004345568,0.001430012,0.001566656,0.001186088,0.00009986103,0.00001382977,0.00000752484,0.0006975774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174144,"threshold_uncertainty_score":0.4322808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043626054119376,"score_gpt":0.601389360715921,"score_spread":0.4970267553039834,"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."}}