{"id":"W2386132807","doi":"","title":"The Analysis of Subjective Well-being and its Influencing Factors in Patients with Pneumoconiosis","year":2012,"lang":"en","type":"article","venue":"National Medical Frontiers of China","topic":"Stress and Burnout Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pneumoconiosis; Medicine; Stepwise regression; Anxiety; Depression (economics); Social support; Physical therapy; Clinical psychology; Internal medicine; Psychiatry; Psychology; Pathology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005751349,0.00007158236,0.0002096493,0.0003192697,0.0000560585,0.000005174927,0.0001390048,0.0000842991,0.0001286356],"category_scores_gemma":[0.0006179465,0.0000421937,0.00004545309,0.0005417921,0.0001433974,0.00009181638,0.00003413259,0.000191618,5.501636e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004737038,"about_ca_system_score_gemma":0.00005249167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001745692,"about_ca_topic_score_gemma":0.0000373593,"domain_scores_codex":[0.9983317,0.0001051203,0.0002273949,0.0001141725,0.00102047,0.000201173],"domain_scores_gemma":[0.9991833,0.0003793722,0.0001076828,0.00006927976,0.0001555792,0.0001048113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025012,0.0001206714,0.9925383,0.000005599773,0.0005025442,2.480754e-7,0.002448188,0.000005627559,0.000003780242,0.002460922,0.00009982811,0.001711779],"study_design_scores_gemma":[0.0004957968,0.00004912136,0.9984056,0.0000216649,0.00005729798,9.727993e-8,0.0004979622,0.0001586158,0.0000803853,0.0001442154,0.00004440791,0.00004481628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959989,0.0007673596,0.00003137553,0.0001566546,0.0001180843,0.0001071526,0.00001030553,0.000002691347,0.002807501],"genre_scores_gemma":[0.9998647,0.00002336385,0.00002062177,0.00001685191,0.00002125091,0.000008429809,0.00001044651,0.000004579841,0.00002975623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005867308,"threshold_uncertainty_score":0.1720609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008245941996409645,"score_gpt":0.2967309193769642,"score_spread":0.2884849773805545,"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."}}