{"id":"W2463442673","doi":"","title":"[Reviewing the past and looking to the future].","year":2005,"lang":"en","type":"editorial","venue":"PubMed","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gratitude; Library science; Presentation (obstetrics); Publishing; Editorial board; Seriousness; Political science; Punctuality; Public relations; Law; Medicine; Psychology; Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005145982,0.0001900412,0.0003176128,0.00005355567,0.00128194,0.00002634449,0.0003818826,0.000617992,0.00006146193],"category_scores_gemma":[0.005908226,0.00009108082,0.00005095743,0.0002046281,0.00004362082,0.00004502196,0.0001490276,0.002707838,0.0001834315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568381,"about_ca_system_score_gemma":0.001005998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002138375,"about_ca_topic_score_gemma":0.000435899,"domain_scores_codex":[0.9968252,0.0007676974,0.0005598163,0.0003065948,0.0006062296,0.000934525],"domain_scores_gemma":[0.9956403,0.002869016,0.0002607825,0.0004727195,0.0001664004,0.000590721],"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":[0.000005517403,0.000004434737,0.00005669984,0.0002561801,0.00000497041,1.641992e-7,0.001274179,4.390772e-8,6.400953e-9,0.00001454317,0.6078514,0.3905319],"study_design_scores_gemma":[0.0001623068,0.000005088523,0.01403234,0.0001977515,0.00004251876,2.584704e-7,0.0009764543,5.884366e-7,2.522929e-8,0.00001338444,0.984473,0.00009623347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000807224,0.007765721,0.00001813262,0.1436708,0.8410037,0.003525469,0.00002300972,0.00003921789,0.003873353],"genre_scores_gemma":[0.0003259986,0.00491439,0.00002382412,0.01718164,0.9606659,0.01090798,0.00005244377,0.00003291119,0.005894954],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3904356,"threshold_uncertainty_score":0.999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438611685820554,"score_gpt":0.4116978416845715,"score_spread":0.3678366731025161,"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."}}