{"id":"W4392108565","doi":"10.15173/m.v1i40.3242","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":[],"category_scores_codex":[0.0004919619,0.0008521821,0.0006241579,0.002630157,0.0006786654,0.002182649,0.0005308014,0.001331074,0.2936949],"category_scores_gemma":[0.00377311,0.0002527452,0.0003422475,0.002464724,0.0003044321,0.0009684371,0.001014636,0.001964314,0.1957041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000854723,"about_ca_system_score_gemma":0.001105837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003837205,"about_ca_topic_score_gemma":0.006574061,"domain_scores_codex":[0.9996111,0.00004156036,0.00004552193,0.00006185984,0.0001705758,0.00006948975],"domain_scores_gemma":[0.9982634,0.0003473354,0.0002448082,0.0001165549,0.0004854788,0.0005423797],"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":[0.00005840371,0.00001217359,0.0001687225,0.0001850832,0.000003530599,0.00005428484,0.00001204442,0.00001202046,0.0001390102,0.0006332539,0.9648607,0.03386078],"study_design_scores_gemma":[0.00001130472,0.000009122103,0.00139108,0.00009059988,0.000002301814,0.00004077458,0.00001118007,0.00001129807,0.00003434821,0.0001134665,0.9982817,0.000002797302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002616961,0.07678632,0.0005508232,0.08511506,0.08240964,0.0002177012,0.05336208,0.002131065,0.6968104],"genre_scores_gemma":[0.01209405,0.03935491,0.0005646778,0.01697765,0.04880713,0.0001941455,0.02827023,0.0005451686,0.853192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.706305,"threshold_uncertainty_score":0.9825075,"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."}}