{"id":"W3196833216","doi":"10.1177/0272989x211039743","title":"The Impact of 4 Risk Communication Interventions on Cancer Screening Preferences and Knowledge","year":2021,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"National Cancer Institute; University of Missouri","keywords":"Cancer screening; Psychological intervention; Risk communication; Risk assessment; Public health; Medical screening; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001551227,0.0001125053,0.0002412185,0.00008736405,0.001711277,0.000020139,0.0005866939,0.0001788252,0.0008175575],"category_scores_gemma":[0.01343892,0.00007066534,0.0001420186,0.0003525917,0.0001860867,0.000077782,0.0008646989,0.001121805,0.00002301784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314037,"about_ca_system_score_gemma":0.0006717898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007839452,"about_ca_topic_score_gemma":0.004803585,"domain_scores_codex":[0.9950308,0.003084621,0.0009172563,0.0002089594,0.0004971959,0.0002612126],"domain_scores_gemma":[0.9802238,0.0175282,0.0005504696,0.0009681519,0.0005736366,0.0001556989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001041961,0.0000830447,0.1355511,0.00009536384,0.0000462206,7.196113e-7,0.004917163,0.00004260434,0.000003012937,0.002071959,0.002723578,0.8543611],"study_design_scores_gemma":[0.001347507,0.0001818029,0.9141632,0.02582733,0.00004617025,0.000002974914,0.01284553,0.01525371,0.00001120896,0.02570565,0.00442489,0.0001899628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9072776,0.07238777,0.01041703,0.003029973,0.0007895352,0.0007815122,0.00009907712,0.00008605012,0.005131501],"genre_scores_gemma":[0.9890914,0.007375376,0.00314583,0.0001076188,0.00005474832,0.0001372885,0.00001348857,0.00001339558,0.0000608488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8541711,"threshold_uncertainty_score":0.9995884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3693068698823472,"score_gpt":0.5753126543999911,"score_spread":0.206005784517644,"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."}}