{"id":"W4392125053","doi":"10.15173/m.v1i39.3298","title":"MedBulletin","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"Health and Medical Research Impacts","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":[0.0004402269,0.000835175,0.0006340913,0.002268255,0.000801676,0.002343409,0.0005658743,0.00158621,0.4268034],"category_scores_gemma":[0.003674265,0.0002726541,0.0003457079,0.002158615,0.0002968707,0.001007438,0.001118405,0.002122728,0.3214325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008105012,"about_ca_system_score_gemma":0.001007134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003499623,"about_ca_topic_score_gemma":0.006468036,"domain_scores_codex":[0.9996281,0.00003720979,0.00004455711,0.00005778741,0.0001673921,0.00006496655],"domain_scores_gemma":[0.9983082,0.0003220034,0.0002377132,0.0001240842,0.0004889779,0.0005191187],"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":[0.00005392856,0.00001465358,0.0001667243,0.000149371,0.000003252671,0.00006314936,0.00001071417,0.00001120676,0.0001326069,0.0005192081,0.9589779,0.03989737],"study_design_scores_gemma":[0.00001220343,0.00001005494,0.001204274,0.00007941823,0.000002269304,0.00004530763,0.00001160372,0.00001368097,0.00003789441,0.0001114068,0.9984687,0.000003184722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002015528,0.03643479,0.0004088696,0.06489646,0.05369892,0.0001798859,0.03627514,0.001925856,0.8041645],"genre_scores_gemma":[0.00795237,0.01885314,0.0004144708,0.01345553,0.02753657,0.0001352226,0.01639969,0.0003987745,0.9148542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5731966,"threshold_uncertainty_score":0.8175954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496007470744399,"score_gpt":0.4375751006993513,"score_spread":0.2879743536249114,"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."}}