{"id":"W4241203973","doi":"10.37080/nmj.3","title":"Clinical Research and Medical Journal","year":2018,"lang":"en","type":"article","venue":"Nepal Medical Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Public relations; Transparency (behavior); Medical research; Population health; Publishing; Population; Medicine; Health equity; Global health; Political science; Business; Environmental health; Law","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":[0.01117744,0.0006151212,0.001149085,0.004262301,0.003009089,0.01292381,0.002050449,0.005607584,0.1903945],"category_scores_gemma":[0.08197548,0.0005078001,0.0006818527,0.004220729,0.006025669,0.00555177,0.00648219,0.008497464,0.1010455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005119642,"about_ca_system_score_gemma":0.014909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338347,"about_ca_topic_score_gemma":0.001974709,"domain_scores_codex":[0.9786955,0.008694272,0.002149836,0.001736949,0.007416869,0.001306548],"domain_scores_gemma":[0.9356443,0.01677701,0.005497993,0.006588562,0.01809955,0.01739256],"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":[0.00002951935,0.00004819617,0.0004891863,0.0005064664,0.0000138059,0.0001349173,0.0001634522,0.00002575532,0.0000939544,0.0244357,0.9085712,0.06548788],"study_design_scores_gemma":[0.00001073783,0.00002052702,0.0003892746,0.000556965,0.000003663462,0.0003118738,0.0001658432,0.00001226846,0.00003920208,0.005768327,0.9927143,0.000007094997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001019138,0.07350328,0.001714183,0.3622077,0.1110152,0.0004751652,0.001432534,0.0003491334,0.4482836],"genre_scores_gemma":[0.04184998,0.1255589,0.005925003,0.185794,0.1895025,0.0009720303,0.002996239,0.0006479343,0.4467534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1903945,"threshold_uncertainty_score":0.6369331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4973896952889091,"score_gpt":0.6536445176848479,"score_spread":0.1562548223959387,"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."}}