{"id":"W2035631510","doi":"10.2466/pr0.94.2.637-648","title":"Loneliness in Cancer and Multiple Sclerosis Patients","year":2004,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Loneliness; Multiple sclerosis; Psychology; Clinical psychology; Cancer; Psychiatry; Medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003919565,0.00006465228,0.0001353715,0.00002837553,0.0001573447,0.00002745685,0.00005032121,0.0001042961,0.0000989288],"category_scores_gemma":[0.000755621,0.00005108519,0.00002486794,0.0001580377,0.0001221761,0.00007851709,0.00002138904,0.00009689265,0.000004015833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008800916,"about_ca_system_score_gemma":0.00003736693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01644358,"about_ca_topic_score_gemma":0.00754363,"domain_scores_codex":[0.9989249,0.00003797597,0.0002690511,0.0002499981,0.0002007079,0.0003174186],"domain_scores_gemma":[0.9995559,0.00006812693,0.00007506764,0.00009645625,0.00004130656,0.0001631795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007771675,0.0001628711,0.9869947,0.000006818856,9.52299e-7,0.00003624543,0.0006476956,0.00001275789,0.000001474775,0.0004824513,0.0001887335,0.01145749],"study_design_scores_gemma":[0.0003559516,0.00001715524,0.9905524,0.00004308363,0.000001273619,0.00000100991,0.0001743238,5.057606e-7,0.000003073593,0.002846558,0.00593197,0.00007266883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909336,0.0002579611,0.00001121323,0.004630174,0.000602512,0.0002014985,0.000002173164,0.0000328909,0.003328008],"genre_scores_gemma":[0.9962445,0.0007694415,0.0001387989,0.002640694,0.00008004688,0.00002440391,0.000001621161,0.000003846209,0.00009658216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138482,"threshold_uncertainty_score":0.990106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277265803160195,"score_gpt":0.413266525384434,"score_spread":0.2855399450684145,"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."}}