{"id":"W1777159056","doi":"","title":"Will it be third time lucky for Ralph Klein","year":2000,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Government (linguistics); Medicine; Computer science; Operations research; Political science; Law; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001181662,0.0003127625,0.0004774798,0.00006203929,0.0006410018,0.00001747499,0.0004569725,0.0003311925,0.00675104],"category_scores_gemma":[0.0007460656,0.0002609553,0.0001659087,0.0003719532,0.0000981409,0.0002533346,0.00008439948,0.0008916089,0.003522682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602194,"about_ca_system_score_gemma":0.0005404996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001975207,"about_ca_topic_score_gemma":0.00004724483,"domain_scores_codex":[0.9945223,0.0006583901,0.0008275506,0.0005806261,0.0004936993,0.002917461],"domain_scores_gemma":[0.9972227,0.0003652134,0.000163802,0.0005655285,0.0001823426,0.00150038],"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":[0.0002041106,0.0001123098,0.001013299,0.0001965791,0.00003209886,0.00004727934,0.003670958,0.000002139526,0.00003441721,0.000687539,0.9359665,0.0580328],"study_design_scores_gemma":[0.001603445,0.0001065678,0.01713379,0.0001738415,0.00003910405,0.000004888046,0.0001324336,0.00004046904,0.00003822977,0.0004227817,0.9800382,0.0002662092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2834392,0.001563969,0.000205166,0.1598905,0.005983559,0.007848357,0.0004803409,0.0009817121,0.5396072],"genre_scores_gemma":[0.09688287,0.004022295,0.001324177,0.08484273,0.007409209,0.001238036,0.0003025493,0.0002225784,0.8037555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2641484,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04561404741712152,"score_gpt":0.3459209617011808,"score_spread":0.3003069142840593,"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."}}