{"id":"W4392108374","doi":"10.15173/m.v1i43.3475","title":"MedPulse","year":2023,"lang":"en","type":"article","venue":"The Meducator","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peer review; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006166958,0.0005662892,0.0005389166,0.001935202,0.001171786,0.00350764,0.0008480625,0.001499157,0.8403704],"category_scores_gemma":[0.003137598,0.0003729128,0.0004439153,0.001124197,0.0004055833,0.001758398,0.002818989,0.001539584,0.7319675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005647501,"about_ca_system_score_gemma":0.001007371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007681015,"about_ca_topic_score_gemma":0.002387344,"domain_scores_codex":[0.999503,0.00007554377,0.00002009729,0.00009425238,0.0002357707,0.00007127732],"domain_scores_gemma":[0.9986822,0.0001839957,0.00007249972,0.0002428042,0.0003512428,0.0004672863],"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":[0.00004393401,0.00002551949,0.000151926,0.00005949547,0.000002103167,0.00004367093,0.00002533964,0.00002037566,0.0001946048,0.003919508,0.8468158,0.1486977],"study_design_scores_gemma":[0.000007912677,0.000007175439,0.0002414662,0.00002416937,9.77794e-7,0.00006371961,0.00001075494,0.00003940305,0.00007664246,0.0007410248,0.998784,0.000002849906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004578199,0.000949587,0.001279333,0.003078652,0.002518156,0.00005560754,0.002931429,0.003183792,0.9855456],"genre_scores_gemma":[0.001842126,0.0003439606,0.000445385,0.001043283,0.0005879998,0.00002978393,0.001018819,0.0005604167,0.9941282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8403704,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5179539925843282,"score_gpt":0.4831543234974858,"score_spread":0.0347996690868424,"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."}}