{"id":"W3096769549","doi":"10.1186/s12885-020-07539-0","title":"Assessing how health information needs of individuals with colorectal cancer are met across the care continuum: an international cross-sectional survey","year":2020,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; Simon Fraser University; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Centre for Applied Research in Cancer Control","keywords":"Medicine; Psychosocial; Information needs; Gerontology; Health Information National Trends Survey; Colorectal cancer; Quality of life (healthcare); Family medicine; Mental health; Health care; Needs assessment; Cancer; Health information; Internal medicine; Nursing; Psychiatry","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":[0.002522191,0.0001824088,0.0003508134,0.00008012184,0.001095204,0.0002891431,0.0004147643,0.0001655282,0.0004630786],"category_scores_gemma":[0.000622216,0.0001227085,0.00005614675,0.0005838766,0.0001465612,0.005661291,0.000126904,0.0006276126,0.000007454712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000558348,"about_ca_system_score_gemma":0.002768445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00330693,"about_ca_topic_score_gemma":0.01051741,"domain_scores_codex":[0.9966138,0.0008840445,0.001262226,0.0001630108,0.0006172109,0.000459722],"domain_scores_gemma":[0.9952435,0.0004663819,0.002062728,0.0002146764,0.001771562,0.0002411312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002825019,0.00001363461,0.9392144,0.0005907181,0.00002846424,2.807416e-8,0.05569823,0.0001956357,0.000002581797,0.00006379491,0.0008723307,0.003037646],"study_design_scores_gemma":[0.001191305,0.00008227699,0.9471959,0.0001486411,0.000003928164,4.555105e-7,0.03496259,0.0005441107,0.00003126562,0.00000586051,0.0157055,0.0001281526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989835,0.0001422183,0.002219798,0.001316496,0.001134205,0.001028297,0.003941932,0.00006964882,0.0003123576],"genre_scores_gemma":[0.9902766,0.00004759925,0.0005276959,0.007466299,0.0004712002,0.000424981,0.0007274355,0.00001447799,0.00004371861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02073564,"threshold_uncertainty_score":0.8423533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462411188287314,"score_gpt":0.5148201978271761,"score_spread":0.3685790789984448,"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."}}