{"id":"W4392117154","doi":"10.15173/m.v1i28.2612","title":"Pathoprofile","year":2021,"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":"","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":["insufficient_payload"],"category_scores_codex":[0.0009614525,0.0009677552,0.0008375184,0.003910906,0.001202818,0.003383253,0.001459925,0.001673298,0.9516491],"category_scores_gemma":[0.01031021,0.0006982457,0.0008633643,0.00224747,0.0004685198,0.002322303,0.003084462,0.001499082,0.8609162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009736059,"about_ca_system_score_gemma":0.001587001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002724328,"about_ca_topic_score_gemma":0.004850636,"domain_scores_codex":[0.9991834,0.0001545027,0.00005897036,0.00007851554,0.0003587024,0.000165948],"domain_scores_gemma":[0.9943402,0.001665264,0.0003257996,0.0005077336,0.001785379,0.001375631],"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":[0.00002336072,0.00002030362,0.00008414741,0.00008492158,0.00000122312,0.00002580608,0.0000110491,0.00001559791,0.00002881244,0.0002484385,0.9771565,0.02229988],"study_design_scores_gemma":[0.00005886153,0.00001838385,0.0004307936,0.0001509023,0.000002511704,0.00009627965,0.00003556092,0.00005408737,0.0001168143,0.0008809247,0.9981434,0.00001145623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005790765,0.0004777525,0.001524106,0.003119704,0.002635263,0.0006571942,0.09944537,0.01603425,0.8755274],"genre_scores_gemma":[0.003754739,0.0005717134,0.002129151,0.003286329,0.00120936,0.0007594039,0.04191592,0.01009184,0.9362814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04835087,"threshold_uncertainty_score":0.06896663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752085242288944,"score_gpt":0.3140010004304791,"score_spread":0.2964801480075897,"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."}}