{"id":"W2511138523","doi":"10.7748/ns.26.25.24.s32","title":"Readers panel - Publish and be clamned","year":2012,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Publication; Panel discussion; Computer science; Business; Advertising","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":[0.03039395,0.001308935,0.002130699,0.002226034,0.01332651,0.01763103,0.005641732,0.07835153,0.04833569],"category_scores_gemma":[0.1143753,0.001997257,0.003191745,0.001713704,0.006090148,0.01027668,0.008861562,0.05953205,0.03537186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008247502,"about_ca_system_score_gemma":0.01690676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002252,"about_ca_topic_score_gemma":0.02455497,"domain_scores_codex":[0.9738162,0.003390767,0.003633132,0.002921767,0.01155414,0.004684114],"domain_scores_gemma":[0.8615453,0.03285263,0.007213264,0.006951517,0.06843619,0.0230011],"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":[0.00002307275,0.00002406382,0.0002863986,0.00004817541,0.000006964096,0.0001650758,0.0001330321,0.00001882328,0.000366684,0.001420592,0.9941946,0.003312664],"study_design_scores_gemma":[0.0000218388,0.00002333155,0.001370217,0.0002172954,0.00001762334,0.0001024104,0.0008787338,0.00007027977,0.0004185859,0.001853507,0.9949554,0.00007081449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008705704,0.001199622,0.0005971762,0.8596719,0.123822,0.0001903629,0.0002007703,0.00016286,0.01328482],"genre_scores_gemma":[0.005373825,0.0006076457,0.0008606389,0.8821912,0.03349669,0.0002480394,0.0001412609,0.0001906974,0.07689001],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07835153,"threshold_uncertainty_score":0.1616991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2720036576715079,"score_gpt":0.4648911133547164,"score_spread":0.1928874556832086,"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."}}