{"id":"W2034382560","doi":"10.3747/co.21.1932","title":"Information Needs and Sources of Information for Patients during Cancer Follow-Up","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Cancer Foundation","funders":"Alberta Innovates","keywords":"Medicine; Cancer; Family medicine; Health information; Newspaper; Information needs; Health care; Information source (mathematics); The Internet; Internal medicine; World Wide Web; Advertising","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009132457,0.00009469977,0.0002429095,0.0002441329,0.0003954661,0.00001091075,0.00009588165,0.0001580683,0.00008149348],"category_scores_gemma":[0.000944344,0.00007863738,0.00003506574,0.0001536886,0.00004371175,0.00275192,0.00007320243,0.0002261308,0.00003430895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664002,"about_ca_system_score_gemma":0.0002061492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005224026,"about_ca_topic_score_gemma":0.00001917817,"domain_scores_codex":[0.9979943,0.000179317,0.00137731,0.00004279809,0.000130694,0.0002755842],"domain_scores_gemma":[0.9976646,0.000344652,0.001049815,0.0001266302,0.0007097726,0.0001045426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002501122,0.00003849645,0.6212169,0.003173188,0.000005666025,7.339269e-10,0.03675062,0.000005271814,0.000001173954,0.001500833,0.002462135,0.3345956],"study_design_scores_gemma":[0.00346927,0.0001577543,0.27656,0.0001329311,0.00001091223,8.868944e-8,0.002390385,0.002190557,0.00001747519,0.0002011854,0.71479,0.00007936826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895853,0.0000446464,0.004570766,0.0002444381,0.002610775,0.001085876,0.0001065388,0.00003737908,0.00171429],"genre_scores_gemma":[0.9979321,0.0001106063,0.0002459478,0.0008432324,0.0001356961,0.0004410743,0.00025785,0.000003738958,0.00002974394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7123279,"threshold_uncertainty_score":0.3206739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07309445612028742,"score_gpt":0.4732650483429451,"score_spread":0.4001705922226577,"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."}}