{"id":"W4392108034","doi":"10.15173/m.v1i27.1157","title":"Medpulse","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"Psychoanalysis and Social Critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peer review; Biology","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":[0.0007380557,0.0005462624,0.0004863097,0.002154433,0.001847232,0.004305786,0.001193445,0.001836338,0.819614],"category_scores_gemma":[0.002844953,0.0003987097,0.0004600909,0.00118674,0.0007356408,0.002373905,0.003519946,0.002063365,0.6639935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007239874,"about_ca_system_score_gemma":0.001126816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007426979,"about_ca_topic_score_gemma":0.001878593,"domain_scores_codex":[0.9994372,0.00007908866,0.00002183474,0.0000949993,0.0002861716,0.00008076893],"domain_scores_gemma":[0.9988112,0.0001959342,0.00005417969,0.0002682996,0.0003090022,0.0003613342],"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":[0.0001077259,0.00004010711,0.0001797666,0.0001214068,0.000003147018,0.00009101914,0.0001218231,0.0000322152,0.0007332328,0.01631969,0.8043897,0.1778602],"study_design_scores_gemma":[0.000007802634,0.000008006529,0.0001451801,0.00002089546,9.812213e-7,0.0000693012,0.00002518618,0.00003732883,0.0002001256,0.00163195,0.9978501,0.000003289187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000522655,0.0005986842,0.002197315,0.00255718,0.002267448,0.00005615259,0.001895301,0.003388381,0.9865168],"genre_scores_gemma":[0.002606509,0.0002154001,0.0005785862,0.0008840107,0.0005344821,0.00002433471,0.0008166738,0.000697116,0.9936429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.819614,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564604283941859,"score_gpt":0.3698494414576622,"score_spread":0.3442033986182436,"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."}}