{"id":"W2777829167","doi":"10.25011/cim.v40i6.29121","title":"Editor's Comment and Announcement","year":2017,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Publication; MEDLINE; Medicine; Medical education; Political science; Library science; Engineering ethics; Public relations; Computer science; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01165878,0.002371665,0.002770547,0.002087064,0.004065181,0.006912033,0.007146706,0.04136153,0.0366762],"category_scores_gemma":[0.08605019,0.001221702,0.00405589,0.001688336,0.003976286,0.006220602,0.003021061,0.03839505,0.04037794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005013178,"about_ca_system_score_gemma":0.0114282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004222034,"about_ca_topic_score_gemma":0.005780247,"domain_scores_codex":[0.987929,0.001683203,0.001291634,0.001672844,0.006112495,0.001310835],"domain_scores_gemma":[0.9650345,0.008511166,0.002438805,0.001565484,0.01809084,0.004359134],"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":[0.00001198819,0.000007513098,0.0000298734,0.00004341401,0.000004730325,0.0001213835,0.00001658594,0.00001117392,0.00002194089,0.0002011264,0.997847,0.001683399],"study_design_scores_gemma":[0.00003616884,0.00002559516,0.0002335217,0.0002068118,0.00001826176,0.0003507332,0.00009435094,0.00009830099,0.0001698438,0.0007729678,0.99796,0.00003349789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001002448,0.0009488337,0.0001685505,0.3744559,0.621344,0.00004396514,0.0001670306,0.0002061827,0.00256523],"genre_scores_gemma":[0.001356372,0.001555969,0.0005400032,0.6349201,0.3372822,0.0001454927,0.0001495407,0.000136114,0.02391414],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04136153,"threshold_uncertainty_score":0.1226941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5589487649666312,"score_gpt":0.5352385694645604,"score_spread":0.02371019550207076,"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."}}