{"id":"W4280574408","doi":"10.7759/cureus.25114","title":"An Electronic Information Kiosk for Enhancing Patient Accrual for Cancer Clinical Trials: A Pilot and Feasibility Study","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Interactive kiosk; Medicine; Accrual; Clinical trial; Family medicine; Randomized controlled trial; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04088562,0.0007883628,0.0007600938,0.001837813,0.001229914,0.001715117,0.00173036,0.00162523,0.005079659],"category_scores_gemma":[0.03260981,0.0007314518,0.001562807,0.001420802,0.00178918,0.002519517,0.002037712,0.001821262,0.0007220897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587291,"about_ca_system_score_gemma":0.006590299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927955,"about_ca_topic_score_gemma":0.002634779,"domain_scores_codex":[0.9725264,0.02256116,0.001366563,0.0004009638,0.001542714,0.001602248],"domain_scores_gemma":[0.9558216,0.03125673,0.003458084,0.001961299,0.002876884,0.004625499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.07062962,0.5112906,0.1179803,0.004179041,0.0004889243,0.001657502,0.01000447,0.002237072,0.006224464,0.0009768341,0.003293226,0.2710379],"study_design_scores_gemma":[0.03944439,0.8467169,0.09718078,0.0003706472,0.0004337379,0.0004135146,0.005978498,0.002291135,0.003150238,0.0003331701,0.003578201,0.0001086918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622034,0.0001951961,0.001970444,0.0006264237,0.00004307205,0.03298805,0.0003094175,0.00006734798,0.001596545],"genre_scores_gemma":[0.9417517,0.0006153801,0.01902414,0.0007220794,0.0001220871,0.0368841,0.0002877917,0.00002039262,0.0005724618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04088562,"threshold_uncertainty_score":0.2162264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7419062133544114,"score_gpt":0.689849884723245,"score_spread":0.05205632863116638,"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."}}