{"id":"W4251038869","doi":"10.7748/ns.19.39.22.s23","title":"Under surveillance","year":2005,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Computer science","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":[0.0007816575,0.000108242,0.0002355726,0.00004569752,0.0006065744,0.000007015653,0.00008906655,0.0002083633,0.0005069954],"category_scores_gemma":[0.00004721743,0.00009326243,0.00003905257,0.00009212833,0.00004868786,0.00006475041,0.00001082319,0.0004731705,0.0003913153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006307793,"about_ca_system_score_gemma":0.0003345464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007191108,"about_ca_topic_score_gemma":0.0007994885,"domain_scores_codex":[0.9982744,0.0003685104,0.0003505989,0.0002100097,0.0002796067,0.000516882],"domain_scores_gemma":[0.9991475,0.0001633908,0.00009738919,0.0002687156,0.0001758666,0.0001470744],"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":[0.000220826,0.00008653193,0.01769261,0.0003310816,0.00003208542,0.000005167248,0.0230112,0.00004861414,0.0001804336,0.07209875,0.2578106,0.6284822],"study_design_scores_gemma":[0.0007418832,0.00008769039,0.02606279,0.000762194,0.000003236626,0.000002945436,0.00859725,0.00003740289,0.0000225289,0.001757696,0.9617484,0.000175942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3197605,0.0073953,0.008867961,0.1786304,0.005313137,0.001137172,0.000148183,0.0007852767,0.477962],"genre_scores_gemma":[0.9928408,0.0001019752,0.0006510075,0.001206946,0.001650351,0.00002048326,0.000004740258,0.00002747333,0.003496271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7039379,"threshold_uncertainty_score":0.5551245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09242968728003993,"score_gpt":0.4913930817723569,"score_spread":0.3989633944923169,"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."}}