{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007331787,0.0005476416,0.0004876481,0.002162768,0.001840921,0.004291147,0.00119382,0.001840512,0.8163542],"category_scores_gemma":[0.002815211,0.0004041966,0.0004580266,0.001198735,0.0007359472,0.002373148,0.003447154,0.002061471,0.6569152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007295645,"about_ca_system_score_gemma":0.001103314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007402008,"about_ca_topic_score_gemma":0.001874581,"domain_scores_codex":[0.9994355,0.00007909321,0.00002162486,0.00009507872,0.0002877181,0.00008091127],"domain_scores_gemma":[0.9988217,0.0001973746,0.00005358772,0.0002640489,0.0003085743,0.000354728],"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":[0.0001089328,0.00004028418,0.0001807296,0.0001207601,0.000003134053,0.00009130866,0.0001229358,0.00003283609,0.0007774601,0.01684615,0.8022997,0.1793757],"study_design_scores_gemma":[0.000007805164,0.000008115003,0.0001467174,0.00002010683,9.898267e-7,0.00007088763,0.00002534634,0.00003848914,0.0002111642,0.001676084,0.9977911,0.000003369118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005375709,0.0006015303,0.002337541,0.002577984,0.00226726,0.00005655245,0.001916929,0.003561744,0.9861429],"genre_scores_gemma":[0.002631864,0.0002128199,0.000602078,0.0008833093,0.0005263768,0.00002431777,0.0008117395,0.0007141162,0.9935934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1836458,"threshold_uncertainty_score":0,"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."}}