{"id":"W4392117761","doi":"10.15173/m.v1i31.1842","title":"Medpulse","year":2018,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007741658,0.0005459095,0.0004903722,0.002183923,0.001870546,0.004425415,0.001209121,0.001882918,0.8195759],"category_scores_gemma":[0.003112448,0.0003975089,0.0004605466,0.00121294,0.0007634625,0.002442838,0.003584406,0.002070063,0.6615736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007532376,"about_ca_system_score_gemma":0.00118066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007423713,"about_ca_topic_score_gemma":0.001857691,"domain_scores_codex":[0.9994003,0.00008786999,0.00002344095,0.0000998757,0.0003036371,0.00008482275],"domain_scores_gemma":[0.9987007,0.0002167816,0.00005912085,0.0002922916,0.0003363919,0.0003945474],"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":[0.0001020451,0.00003901147,0.0001754003,0.0001212796,0.000003067919,0.00008738551,0.0001231795,0.00003141247,0.0007034193,0.01633951,0.8083714,0.173903],"study_design_scores_gemma":[0.000007428433,0.000007538229,0.0001399649,0.00002109279,9.452276e-7,0.00006722398,0.00002538414,0.00003658032,0.0001864064,0.001610202,0.9978941,0.000003235956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005234309,0.0006265463,0.002249652,0.00278501,0.002470852,0.0000558831,0.001924946,0.003490581,0.9858731],"genre_scores_gemma":[0.002644023,0.0002218946,0.000604704,0.0009164485,0.0005792903,0.00002534354,0.0008361326,0.0007439938,0.9934281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1804241,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069973647071143,"score_gpt":0.416260985328601,"score_spread":0.3855612488578896,"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."}}