{"id":"W2108075771","doi":"10.1177/1363459310364156","title":"Prostate cancer support groups, health literacy and consumerism: Are community-based volunteers re-defining older men’s health?","year":2010,"lang":"en","type":"article","venue":"Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"CONTEST; Health literacy; Consumerism; Health care; Prostate cancer; Medicine; Psychology; Gerontology; Cancer; Political science","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01229844,0.0005474442,0.002185338,0.0004164222,0.05707652,0.00004259925,0.0007483078,0.0002236385,0.0001020355],"category_scores_gemma":[0.0002617034,0.0003946378,0.0001175995,0.000438289,0.0008316037,0.0003514884,0.0006437902,0.00527123,0.000001507787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009075041,"about_ca_system_score_gemma":0.00491694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05022501,"about_ca_topic_score_gemma":0.04388317,"domain_scores_codex":[0.9850937,0.00757046,0.004178036,0.0005632775,0.0008161435,0.001778409],"domain_scores_gemma":[0.9888453,0.002241332,0.005562796,0.0008998447,0.0008442628,0.001606393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008398023,0.0007430949,0.04871277,0.006690127,0.00008439408,0.000001400322,0.7882448,0.000004312364,0.000001045285,0.0003055091,0.02264008,0.1317326],"study_design_scores_gemma":[0.007943501,0.009528154,0.1181493,0.003433551,0.00003937363,0.00002644236,0.8475196,0.0004379157,1.636424e-7,0.0007924546,0.01182619,0.0003033578],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4646525,0.02585682,0.0002668949,0.4960723,0.004214195,0.008379763,0.0004299719,0.00009961677,0.00002797456],"genre_scores_gemma":[0.9672601,0.00356747,0.0003202727,0.02642254,0.0006503199,0.001391642,0.0001841963,0.0001086395,0.00009485726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5026076,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135927584391801,"score_gpt":0.5160701036359412,"score_spread":0.3801425192441402,"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."}}