{"id":"W4408980640","doi":"10.21037/map-25-ab185","title":"AB185. SOH25_AB_203. Proposal for a poster introducing pathogens of significance to medical students","year":2025,"lang":"en","type":"article","venue":"Mesentery and Peritoneum","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Psychology; Mathematics education; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[],"category_scores_codex":[0.003265073,0.001168248,0.0005963041,0.001174151,0.001309429,0.003282357,0.001459927,0.004161141,0.6355732],"category_scores_gemma":[0.009947701,0.0004451351,0.001170065,0.0003852854,0.0008142851,0.002404994,0.003014746,0.004002174,0.3929992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000945601,"about_ca_system_score_gemma":0.001634357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000295776,"about_ca_topic_score_gemma":0.0003686104,"domain_scores_codex":[0.9985924,0.0004433949,0.00008847644,0.0001683323,0.0004576043,0.0002497308],"domain_scores_gemma":[0.9925868,0.001169281,0.0002856787,0.000238309,0.002510149,0.003209839],"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":[0.0003565755,0.0002033974,0.0001494678,0.000367952,0.000005137322,0.0001972389,0.0001213435,0.00007431894,0.001005579,0.001436549,0.94771,0.04837237],"study_design_scores_gemma":[0.0001540722,0.0004071657,0.0006031214,0.0002742355,0.000008132539,0.0003627345,0.0002164632,0.0001489185,0.0004528419,0.001729568,0.9956185,0.00002427615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008838573,0.002715672,0.01623421,0.09323213,0.2655553,0.01243196,0.01215527,0.008487062,0.5803498],"genre_scores_gemma":[0.01870408,0.001883258,0.01565873,0.02327069,0.04477224,0.006814667,0.005345908,0.002017706,0.8815326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6355732,"threshold_uncertainty_score":0.5198106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541426806059821,"score_gpt":0.3655513527079239,"score_spread":0.3501370846473257,"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."}}