{"id":"W2359607894","doi":"","title":"Psychological Problems in College Students during Outbreak of Atypical Pneumonia","year":2004,"lang":"en","type":"article","venue":"Zhongguo jiankang jiaoyu","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Quarter (Canadian coin); Atypical pneumonia; Anxiety; Pneumonia; Medicine; Psychology; Mental health; Psychiatry; Family medicine; Geography; Pathology; Internal medicine","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":[0.0004768051,0.0001275461,0.0002573433,0.00009669534,0.0001809892,0.00002084047,0.0004198437,0.0002215738,0.0002934307],"category_scores_gemma":[0.0003830842,0.000107651,0.00008741335,0.0004897311,0.0004223231,0.0001245522,0.00007762976,0.0002448271,0.0001607383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897584,"about_ca_system_score_gemma":0.00008377856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864208,"about_ca_topic_score_gemma":0.001210802,"domain_scores_codex":[0.9981237,0.0001786965,0.0003833583,0.0003029061,0.0004781032,0.0005332276],"domain_scores_gemma":[0.9993954,0.00009451614,0.00008021263,0.0001683822,0.00006233487,0.0001991354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001516136,0.003827741,0.6562498,0.0001066543,0.00003194211,0.0000835563,0.02118159,0.0002315963,0.003164858,0.3137334,0.0002589679,0.0009782312],"study_design_scores_gemma":[0.0008704793,0.000113535,0.9668123,0.00007882327,0.000007551545,0.000004070977,0.001599962,7.903674e-7,0.000208698,0.02844206,0.001695201,0.0001665702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797723,0.00006198637,0.0000100619,0.003553743,0.0003070867,0.0003589816,0.00001149693,0.00006089867,0.01586344],"genre_scores_gemma":[0.9980707,0.00004177928,0.0002195756,0.0002466581,0.0001993836,0.00003830063,0.000003320513,0.000007749397,0.001172516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3105625,"threshold_uncertainty_score":0.4389879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302531136249883,"score_gpt":0.3621573618552471,"score_spread":0.3319042482302588,"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."}}