{"id":"W4392117777","doi":"10.15173/m.v1i32.1679","title":"Pathoprofile","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007143575,0.0009694993,0.0007502821,0.002744197,0.001242975,0.003692784,0.001178581,0.001471901,0.9270754],"category_scores_gemma":[0.004934453,0.0006506441,0.0007140699,0.001603296,0.0004420735,0.002588941,0.003180905,0.001712409,0.8675268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006097482,"about_ca_system_score_gemma":0.00131751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673377,"about_ca_topic_score_gemma":0.003858701,"domain_scores_codex":[0.999463,0.0001027558,0.00003451298,0.00006854601,0.0002071154,0.0001240131],"domain_scores_gemma":[0.9972236,0.0007084488,0.0001499074,0.000382188,0.0008239744,0.0007119467],"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":[0.0000493141,0.00003959541,0.0002278231,0.00008820539,0.000001646588,0.0000470078,0.00003080916,0.00001765616,0.0001326377,0.0008575146,0.9503105,0.0481973],"study_design_scores_gemma":[0.00002902405,0.00001628766,0.0004469253,0.00008146496,0.000001793119,0.0001087102,0.00004832586,0.00004500815,0.0001838599,0.0007429647,0.9982869,0.000008668564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007457051,0.0003394805,0.001266813,0.001612624,0.001736184,0.0002391495,0.03067164,0.01300673,0.9503816],"genre_scores_gemma":[0.002971631,0.0003124526,0.001322194,0.001468983,0.0004562724,0.0001685112,0.01621782,0.005710708,0.9713714],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07292455,"threshold_uncertainty_score":0.104018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891024870154058,"score_gpt":0.3392388599297428,"score_spread":0.3203286112282023,"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."}}