{"id":"W4417535289","doi":"10.1111/medu.70021","title":"Droppin' it like it's hot","year":2025,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"MEDLINE","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":[0.0008837273,0.0009180791,0.0006522426,0.0008551458,0.003620806,0.004104848,0.0009010723,0.003805371,0.4401563],"category_scores_gemma":[0.00807013,0.0004285112,0.0006320502,0.000443671,0.0009319338,0.004094616,0.002898711,0.007094748,0.2558764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008477608,"about_ca_system_score_gemma":0.001195797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00834627,"about_ca_topic_score_gemma":0.02100509,"domain_scores_codex":[0.999281,0.0001538137,0.00003035868,0.00007696186,0.0002939269,0.0001639424],"domain_scores_gemma":[0.997295,0.0003891161,0.0001242122,0.00008051576,0.001006816,0.001104284],"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":[0.000008642413,0.000008374941,0.000052941,0.00002585927,0.000001181388,0.00003798385,0.00005536224,0.000002043389,0.00003290556,0.000226479,0.9881961,0.0113521],"study_design_scores_gemma":[0.000006453083,0.000008978189,0.0002954547,0.0001105094,0.000002406154,0.00009962494,0.0004224515,0.00001171728,0.00003875116,0.0002359475,0.9987611,0.000006652303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001064742,0.01827773,0.0009156,0.4726779,0.1806015,0.0001554594,0.0007088602,0.001369568,0.3242287],"genre_scores_gemma":[0.003305692,0.005727005,0.0003393368,0.1386623,0.01275611,0.00006440506,0.00017751,0.0004397964,0.8385278],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4401563,"threshold_uncertainty_score":0.7985492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103709083464528,"score_gpt":0.3740308582782473,"score_spread":0.3636599499317945,"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."}}