{"id":"W1931967334","doi":"10.1111/j.1524-4741.2010.00964.x","title":"Marital Status Predicts Change in Distress and Well-being in Women Newly Diagnosed With Breast Cancer and Their Peer Counselors","year":2010,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Family Support in Illness","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"California Breast Cancer Research Program","keywords":"Medicine; Breast cancer; Depression (economics); Distress; Marital status; Intervention (counseling); Clinical psychology; Cancer; Psychiatry; Internal medicine; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005108582,0.0001345697,0.0002878826,0.0003790343,0.0004209609,0.0003600597,0.0002224284,0.0003572701,0.001072403],"category_scores_gemma":[0.003766348,0.0002047053,0.0002640155,0.0003217444,0.0001978617,0.0003075184,0.000442008,0.000408622,0.0001364307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766547,"about_ca_system_score_gemma":0.0002165234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007061923,"about_ca_topic_score_gemma":0.009550274,"domain_scores_codex":[0.9996719,0.0001280828,0.00002395549,0.00004793404,0.0000620457,0.00006598038],"domain_scores_gemma":[0.9989803,0.0002070952,0.0003716457,0.00004806974,0.00007015456,0.0003226879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002853695,0.0002122058,0.9958178,0.000007844261,0.00003291188,0.00003570698,0.0003820588,0.00001643987,0.000184724,0.000006176904,0.00004700708,0.002971756],"study_design_scores_gemma":[0.00001082283,0.0003990558,0.9988878,0.000002976646,0.00001349444,0.00003617532,0.0004836124,0.00006748648,0.00002679133,0.000005327591,0.00006479153,0.000001762777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997912,0.0000814655,0.000008496837,0.00002032429,0.000002665512,0.000006035408,0.00001945873,5.414453e-7,0.00006988578],"genre_scores_gemma":[0.9997838,0.00005321983,0.00001893008,0.00001325339,0.000003180179,0.000006895218,0.00003211037,2.76959e-7,0.00008832454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007061923,"threshold_uncertainty_score":0.01404166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008164985692953985,"score_gpt":0.2473680795046221,"score_spread":0.2392030938116681,"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."}}