{"id":"W2396460254","doi":"10.7748/ns.17.32.18.s34","title":"Spotting the difference","year":2003,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spotting; Medicine; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02356345,0.0006450099,0.0008677316,0.001100914,0.009213879,0.01444751,0.002022136,0.02593045,0.022825],"category_scores_gemma":[0.07902644,0.0005012861,0.0007259169,0.001039475,0.02861331,0.03305861,0.0104799,0.03270397,0.00445858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006580108,"about_ca_system_score_gemma":0.02619731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072108,"about_ca_topic_score_gemma":0.01346384,"domain_scores_codex":[0.9834011,0.005497442,0.0005830913,0.001512072,0.005795861,0.003210399],"domain_scores_gemma":[0.9534671,0.01854637,0.00211626,0.003560431,0.009481166,0.0128287],"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":[0.00004413203,0.00005159946,0.0004593241,0.0001148745,0.00002543483,0.0001680691,0.003355367,0.0001176824,0.0003467918,0.2019632,0.7639184,0.02943507],"study_design_scores_gemma":[0.00002706954,0.00003953127,0.0007851606,0.0002926295,0.00001192666,0.0001605265,0.00922333,0.0001865582,0.0002297157,0.1414118,0.847571,0.00006073298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001130844,0.00224506,0.0005990799,0.9756824,0.01039103,0.00000398061,0.00001395985,0.00003599717,0.009897686],"genre_scores_gemma":[0.08701133,0.004549818,0.001832217,0.8600186,0.01499021,0.00003849455,0.0000490728,0.0001639901,0.03134631],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02593045,"threshold_uncertainty_score":0.1246169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07547542834555282,"score_gpt":0.4770842041784777,"score_spread":0.4016087758329249,"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."}}