{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04384077,0.0003274082,0.0007868711,0.002296315,0.001967777,0.003768826,0.001827852,0.00284698,0.005682271],"category_scores_gemma":[0.1676958,0.0004424065,0.0007436256,0.001452359,0.003164491,0.005394385,0.003319402,0.005415721,0.001252774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002591837,"about_ca_system_score_gemma":0.008994775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01223232,"about_ca_topic_score_gemma":0.01005543,"domain_scores_codex":[0.9432451,0.02667215,0.005381749,0.007492522,0.01397337,0.003235112],"domain_scores_gemma":[0.8103649,0.06837871,0.03202604,0.02905844,0.04640082,0.01377113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002615205,0.0002602208,0.4839175,0.0006257746,0.0001455907,0.0006950375,0.005029062,0.0001724909,0.001723313,0.03906726,0.1711604,0.2969419],"study_design_scores_gemma":[0.0001009363,0.000767779,0.3888511,0.004091773,0.0002142177,0.005524417,0.01342568,0.002297231,0.002879648,0.05253902,0.529147,0.0001611596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.198812,0.01969916,0.0343117,0.5997179,0.0192712,0.0008306453,0.002455092,0.0004237816,0.1244786],"genre_scores_gemma":[0.6923757,0.007633067,0.00782023,0.2572348,0.01442845,0.000630582,0.001371512,0.0001690712,0.01833652],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04384077,"threshold_uncertainty_score":0.2318549,"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."}}