{"id":"W4392121457","doi":"10.15173/m.v1i42.3269","title":"MedPulse","year":2022,"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":[0.0006150031,0.0005723188,0.0005385769,0.001934274,0.001169215,0.003490793,0.0008519008,0.001498935,0.8400251],"category_scores_gemma":[0.003104498,0.0003726165,0.0004485287,0.001121719,0.0004056134,0.001748268,0.002812451,0.001538692,0.7328922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668535,"about_ca_system_score_gemma":0.001019452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007737598,"about_ca_topic_score_gemma":0.002387649,"domain_scores_codex":[0.9995013,0.00007575958,0.00002017334,0.00009466715,0.0002362695,0.00007183712],"domain_scores_gemma":[0.9986991,0.0001806302,0.00007153215,0.0002397153,0.0003462252,0.0004627909],"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":[0.00004458852,0.00002576779,0.0001516865,0.00006052159,0.000002142089,0.00004389117,0.00002540073,0.0000206134,0.0001986885,0.003927002,0.844696,0.1508038],"study_design_scores_gemma":[0.00000807279,0.000007208664,0.0002395912,0.00002425684,0.00000100317,0.00006448732,0.00001069325,0.00003955433,0.00007771181,0.0007518208,0.9987727,0.000002875909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004566516,0.0009513434,0.001299181,0.003054681,0.002508532,0.00005527168,0.002989559,0.003226883,0.9854579],"genre_scores_gemma":[0.001854277,0.0003485137,0.0004584101,0.001060371,0.0005832862,0.00003025306,0.001060299,0.0005699918,0.9940347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8400251,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4141906319445927,"score_gpt":0.4487248109949362,"score_spread":0.03453417905034345,"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."}}