{"id":"W4394680555","doi":"10.1080/03007995.2024.2340720","title":"Understanding preferences for receiving health communications and information about clinical trials: a cross-sectional study among US adults","year":2024,"lang":"en","type":"article","venue":"Current Medical Research and Opinion","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AbbVie Canada","keywords":"Medicine; Cross-sectional study; Clinical trial; Family medicine; Environmental health; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002969379,0.0002253117,0.0003473968,0.0007230468,0.0006808356,0.001103798,0.000285863,0.001045662,0.002940033],"category_scores_gemma":[0.007550182,0.0004915946,0.0005123951,0.0006139746,0.0003373543,0.001283427,0.0006018288,0.001181138,0.0005062927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436632,"about_ca_system_score_gemma":0.0004260698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004548706,"about_ca_topic_score_gemma":0.005289351,"domain_scores_codex":[0.9987602,0.0004556526,0.0001846126,0.0001561575,0.0002957045,0.0001475323],"domain_scores_gemma":[0.994955,0.001612932,0.00198131,0.0001886956,0.0006070893,0.0006549887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008141407,0.000362785,0.9934061,0.00004531021,0.0000718293,0.00005543138,0.002815659,0.00001989557,0.0001644661,0.00002251672,0.0003519331,0.002602617],"study_design_scores_gemma":[0.00002453244,0.0005574782,0.9925764,0.00006459457,0.00005105326,0.000260794,0.005472769,0.0001601959,0.00007152606,0.00003907374,0.0007087317,0.00001281425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985612,0.0001890611,0.00006071661,0.0002022189,0.000007750203,0.00003463255,0.0002869304,0.000002420881,0.0006551844],"genre_scores_gemma":[0.9989058,0.0001568503,0.0001379769,0.0003364112,0.00001071926,0.00004724548,0.0001867367,0.000001554054,0.0002167562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004548706,"threshold_uncertainty_score":0.0157038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8072724322065451,"score_gpt":0.7220520273630743,"score_spread":0.08522040484347082,"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."}}