{"id":"W1984205118","doi":"10.1097/01.ncc.0000343371.24517.66","title":"The Impact of a Multimedia Informational Intervention on Healthcare Service Use Among Women and Men Newly Diagnosed With Cancer","year":2008,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Université de Montréal; McGill University","keywords":"Medicine; Intervention (counseling); Cancer; Family medicine; Breast cancer; Health care; Physical therapy; Gerontology; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005653245,0.0001386015,0.000217253,0.00008157358,0.001061618,0.00002278432,0.0001093336,0.00009994207,0.0001692753],"category_scores_gemma":[0.000107929,0.00008344711,0.00003736238,0.0002898606,0.0001492966,0.001437343,0.0000222395,0.0004191679,0.000005677326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286146,"about_ca_system_score_gemma":0.0008254652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02011923,"about_ca_topic_score_gemma":0.001215826,"domain_scores_codex":[0.998074,0.0002529448,0.0008616945,0.0001335509,0.0002470934,0.0004307335],"domain_scores_gemma":[0.9977997,0.0005138181,0.0007080782,0.0002149302,0.0005373653,0.0002260943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008233353,0.00004742409,0.7651848,0.0004511823,0.0000298617,3.303847e-7,0.1556461,0.0004318407,0.000002660107,0.00002745038,0.002444949,0.07491004],"study_design_scores_gemma":[0.001709961,0.0001360107,0.969741,0.002011507,0.00000437678,7.615171e-7,0.007417073,0.01787973,0.0000069431,0.00004027763,0.000956049,0.00009628885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968703,0.0002538093,0.000101201,0.001027498,0.0003068461,0.0008525259,0.0001130295,0.00003524035,0.0004395534],"genre_scores_gemma":[0.9974856,0.0004270878,0.0001175428,0.001175791,0.0001204921,0.0004992009,0.00003737423,0.0000120062,0.0001249352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2045562,"threshold_uncertainty_score":0.9864059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06126594064218492,"score_gpt":0.4580058285957641,"score_spread":0.3967398879535792,"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."}}