{"id":"W3000404413","doi":"10.29173/hsi64","title":"Coping with cancer: Improving mental health support services in cancer care","year":2011,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coping (psychology); Mental health; Health care; Psychology; Medicine; Clinical psychology; Psychiatry; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001842516,0.000188298,0.0002636,0.0006277571,0.001559358,0.001625967,0.0005915826,0.0009758422,0.003612842],"category_scores_gemma":[0.008784654,0.000111537,0.0004765842,0.0007870042,0.0005263471,0.001153968,0.001564437,0.001315086,0.0001029479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112268,"about_ca_system_score_gemma":0.008644807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142764,"about_ca_topic_score_gemma":0.03931184,"domain_scores_codex":[0.9989981,0.0005708087,0.00004795915,0.0000392275,0.0001252865,0.0002185623],"domain_scores_gemma":[0.9973442,0.0007189222,0.0003505522,0.00003068714,0.0002279058,0.001327814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005688482,0.004900026,0.3223134,0.002472689,0.0003577893,0.0005419815,0.01082045,0.000639364,0.0009930903,0.004357975,0.03674655,0.6152878],"study_design_scores_gemma":[0.0006873976,0.00287263,0.8647385,0.002773509,0.0006412409,0.00055292,0.06747855,0.00153384,0.0006540199,0.006042036,0.05196503,0.00006041079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7385195,0.01878852,0.0004633369,0.2164439,0.0007999789,0.0003617382,0.000285641,0.00002663532,0.02431083],"genre_scores_gemma":[0.9821066,0.008619201,0.001118257,0.006657154,0.0004362736,0.0002110004,0.00008183158,0.000003745792,0.0007661195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142764,"threshold_uncertainty_score":0.02272224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09351281890851008,"score_gpt":0.4068500172864783,"score_spread":0.3133371983779682,"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."}}