{"id":"W2513335766","doi":"10.7748/ns.17.21.22.s38","title":"Good news","year":2003,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"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":[0.004329158,0.001398834,0.001312281,0.001136532,0.003992921,0.008334331,0.002133506,0.02486566,0.08415172],"category_scores_gemma":[0.02247678,0.0008996019,0.00212198,0.0007525743,0.002205091,0.003563406,0.002693818,0.02946036,0.08100079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170761,"about_ca_system_score_gemma":0.006491427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047534,"about_ca_topic_score_gemma":0.03131768,"domain_scores_codex":[0.9948379,0.0006079063,0.0002482198,0.0006139686,0.002819168,0.0008727759],"domain_scores_gemma":[0.9861417,0.00226751,0.0006576933,0.0008202082,0.004943953,0.005168809],"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":[0.00002093798,0.00001675337,0.00006683568,0.00002544846,0.000005404644,0.00007254162,0.00001150236,0.000006053971,0.00003406615,0.0004235575,0.9942404,0.005076509],"study_design_scores_gemma":[0.00002452064,0.00002328432,0.0005336576,0.0001189576,0.000006719866,0.00007113216,0.000066208,0.00001428726,0.00003916616,0.0004538965,0.9986354,0.00001278399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002923777,0.00732514,0.0002655264,0.6630446,0.2869354,0.0000548574,0.0003025448,0.0002846612,0.041495],"genre_scores_gemma":[0.001653382,0.003543076,0.0003285244,0.7188877,0.07107342,0.00007565499,0.0002921658,0.0001628878,0.2039831],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08415172,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08665832410187449,"score_gpt":0.5371431351643391,"score_spread":0.4504848110624646,"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."}}