{"id":"W2419450292","doi":"10.7748/ns.16.27.12.s27","title":"Are you working","year":2002,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Psychological distress; Psychology; Distress; Applied psychology; Nursing; Psychiatry; Medicine; Clinical psychology; Mental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009652048,0.00007862609,0.0001196562,0.00004889689,0.0001574737,0.00002170029,0.00009132253,0.00005845196,0.002378272],"category_scores_gemma":[0.000009750641,0.00007404164,0.00003659597,0.0001263121,0.00008174562,0.00003776484,0.000004293651,0.0001272621,0.000480515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200211,"about_ca_system_score_gemma":0.00001006681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000557741,"about_ca_topic_score_gemma":0.00003472349,"domain_scores_codex":[0.9991345,0.00003965546,0.0001268643,0.0002016161,0.0001731339,0.0003241856],"domain_scores_gemma":[0.9995857,0.00002025309,0.00007838692,0.0002127414,0.0000151912,0.00008771989],"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":[0.00007900324,0.0001031837,0.02057008,0.000005149683,0.000006896389,0.00004059263,0.005574201,0.000001157008,0.0000254865,0.001409707,0.1313044,0.8408801],"study_design_scores_gemma":[0.001674574,0.0004832503,0.07824531,0.0009847102,0.00002987629,0.0001429181,0.01141151,0.00004860677,0.0003832001,0.001453948,0.9047444,0.0003976798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4506719,0.003900411,0.0004119413,0.00430352,0.002542409,0.0001689515,0.00001042617,0.0001416434,0.5378488],"genre_scores_gemma":[0.9902149,0.00002057841,0.0001713474,0.0005833401,0.000196625,0.00000589306,7.927324e-7,0.00001399862,0.00879248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8404824,"threshold_uncertainty_score":0.9985337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07198887816388934,"score_gpt":0.4098187158141581,"score_spread":0.3378298376502687,"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."}}