{"id":"W4392107899","doi":"10.15173/m.v1i26.941","title":"Medpulse","year":2014,"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":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001579489,0.00004202751,0.00007995027,0.00001837702,0.0005853801,0.00004746751,0.0003053806,0.00003695839,0.0006436159],"category_scores_gemma":[0.0004909895,0.00002764015,0.00006700775,0.0001877906,0.0002231767,0.00003561863,0.00001185348,0.00007654182,0.000237983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003045883,"about_ca_system_score_gemma":0.000109961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735712,"about_ca_topic_score_gemma":0.001739089,"domain_scores_codex":[0.9990227,0.0004157118,0.00007702308,0.00008520684,0.0002143292,0.0001850233],"domain_scores_gemma":[0.999473,0.0001920951,0.00002714765,0.0001769538,0.00003309243,0.00009766336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002574378,0.00004519742,0.001294006,0.000001838952,0.00002013945,1.810007e-7,0.06000311,2.511458e-7,0.00009061486,0.883145,0.04054395,0.01485311],"study_design_scores_gemma":[0.00003593434,0.000004612702,0.001950059,0.000002345499,0.00001397689,9.382506e-8,0.01126988,0.00000325434,0.00003708348,0.02387279,0.9627555,0.00005446956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3125064,0.0001619981,0.0001069222,0.0542708,0.000975136,0.00009848803,7.486553e-7,0.00005643275,0.6318231],"genre_scores_gemma":[0.9891349,0.00005352392,0.00005197761,0.001713932,0.001235714,0.00001340468,4.861865e-7,0.000004806441,0.007791228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9222115,"threshold_uncertainty_score":0.7047143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499715949457431,"score_gpt":0.3528408296783646,"score_spread":0.3378436701837903,"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."}}