{"id":"W4282919307","doi":"10.3390/curroncol29050253","title":"Health Literacy and Clinical Trial Participation in French Cancer Patients: A National Survey","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National Du Cancer","keywords":"Medicine; Health literacy; Family medicine; Literacy; Alternative medicine; Clinical trial; Cancer; Pathology; Health care; Internal medicine; Psychology; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004445819,0.0001481474,0.0003604746,0.001274355,0.0004008531,0.0009159445,0.0002834988,0.0005145114,0.001875637],"category_scores_gemma":[0.01439231,0.0001285953,0.0004654999,0.001665593,0.0003656237,0.0005882647,0.0005513826,0.0004819432,0.0001973596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800184,"about_ca_system_score_gemma":0.001600873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07585673,"about_ca_topic_score_gemma":0.06968632,"domain_scores_codex":[0.9970234,0.001733717,0.0002774576,0.000238847,0.0003564928,0.0003702203],"domain_scores_gemma":[0.9877914,0.004385049,0.005028093,0.0004103465,0.001053618,0.001331493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009848889,0.00005575714,0.9947469,0.00003648864,0.00004817516,0.00003005922,0.0004272774,0.00004315882,0.00003820849,0.00003730741,0.0005206675,0.003917565],"study_design_scores_gemma":[0.000009255475,0.00009985451,0.9986882,0.00002393824,0.00001533423,0.00006863665,0.000321346,0.00009865315,0.00001361588,0.00001660149,0.0006392694,0.000005261669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955752,0.001213178,0.0001020603,0.0008286144,0.000006407335,0.00002121997,0.0009453192,0.00000597284,0.001302016],"genre_scores_gemma":[0.9987036,0.0002905227,0.00007459085,0.0002409763,0.00001315436,0.00002413513,0.0005301395,0.00000117535,0.0001217519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07585673,"threshold_uncertainty_score":0.1508304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8284437212723458,"score_gpt":0.7578722898369015,"score_spread":0.07057143143544431,"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."}}