{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01280334,0.00007281762,0.0003941418,0.000138673,0.0001047614,0.000009084889,0.00009905812,0.0001252483,0.0003895445],"category_scores_gemma":[0.02133598,0.00006906306,0.00005125023,0.0002985728,0.0001619641,0.00004309183,0.0002472716,0.002154576,0.000006773049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009181798,"about_ca_system_score_gemma":0.00326834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006226282,"about_ca_topic_score_gemma":0.004822263,"domain_scores_codex":[0.9952566,0.002297377,0.0009735564,0.0003779781,0.0008153528,0.000279143],"domain_scores_gemma":[0.9863577,0.01255211,0.0002339742,0.0001363597,0.0005018847,0.000218002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005115766,0.004322913,0.8418013,0.00004856337,0.00001365269,0.000001850057,0.0003190536,0.00000282394,9.710145e-8,0.0004426942,0.003114674,0.1448166],"study_design_scores_gemma":[0.03475268,0.005309133,0.9273697,0.00004022897,0.00000753003,6.609309e-7,0.000009028337,0.0007723871,1.12099e-7,0.002416874,0.02926761,0.00005408503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860249,0.0008364561,0.00001391596,0.009453204,0.00253254,0.0008248655,0.0001077004,0.0000109848,0.0001953883],"genre_scores_gemma":[0.9962808,0.001344657,0.00007542429,0.001140993,0.0003477906,0.0003975761,0.0002933233,0.000008585975,0.0001108824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1447625,"threshold_uncertainty_score":0.9869077,"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."}}