{"id":"W2418580129","doi":"10.7748/nop.18.7.19.s14","title":"So far, so bleak","year":2006,"lang":"en","type":"article","venue":"Nursing Older People","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004028551,0.0001875509,0.000269965,0.000159554,0.001878574,0.00004704377,0.0002278268,0.0002052341,0.001638007],"category_scores_gemma":[0.00001520255,0.0001811185,0.00006475078,0.0004312046,0.00005850005,0.0001577421,0.00004815738,0.0004552006,0.002886214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152202,"about_ca_system_score_gemma":0.0003264256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0134722,"about_ca_topic_score_gemma":0.009487689,"domain_scores_codex":[0.9977049,0.000239027,0.0004992374,0.0003047198,0.0002587517,0.0009933668],"domain_scores_gemma":[0.9989858,0.0001779493,0.0001834489,0.0004135599,0.00008381865,0.0001554581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003791842,0.0003432053,0.08806882,0.001142924,0.0000161608,0.000004588771,0.03760143,0.00003594192,0.0001151879,0.03337797,0.8023874,0.03686842],"study_design_scores_gemma":[0.0007297735,0.00002758116,0.3312193,0.00037321,0.00002798124,7.043919e-7,0.00161016,0.0004354751,0.000008196211,0.002557124,0.6628162,0.0001942985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.512404,0.001336257,0.001810629,0.05487487,0.004941728,0.001856948,0.00002576186,0.0009344739,0.4218153],"genre_scores_gemma":[0.9329007,0.00007123078,0.0006388109,0.01441147,0.002684454,0.0001022803,0.0001241747,0.00007451307,0.04899238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4204967,"threshold_uncertainty_score":0.9994208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591298162248301,"score_gpt":0.4189516707556165,"score_spread":0.3830386891331334,"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."}}