{"id":"W2951964351","doi":"10.21693/1933-088x-7.1.206a","title":"Introducing CME Credit– and More Dynamic Content","year":2008,"lang":"en","type":"article","venue":"Advances in Pulmonary Hypertension","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Continuing medical education; Medicine; Quarter (Canadian coin); Pulmonary hypertension; Medical education; Political science; Family medicine; Continuing education; Cardiology; History; Ophthalmology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001319526,0.0002748383,0.0005488026,0.000289641,0.0002057197,0.000006808481,0.0000920701,0.000111877,0.00003607626],"category_scores_gemma":[0.0002204907,0.0002095208,0.00008186237,0.000319673,0.0003124637,0.0005011264,0.0001315898,0.0003443607,0.00003735157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016936,"about_ca_system_score_gemma":0.000070752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007844101,"about_ca_topic_score_gemma":0.0000100683,"domain_scores_codex":[0.9979329,0.00005511562,0.0003545241,0.0006697869,0.0004751593,0.0005125505],"domain_scores_gemma":[0.9988814,0.0001277356,0.00006247623,0.0004477556,0.0001652422,0.0003153673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003326265,0.003046181,0.570128,0.0003016976,0.0001234456,0.1818051,0.000185917,0.0001197748,0.109592,0.00005360248,0.0007166975,0.1306013],"study_design_scores_gemma":[0.00430801,0.0009891337,0.897696,0.0006021438,0.00008484538,0.05400852,0.0007391681,0.02511379,0.0009739728,0.0003563728,0.01462402,0.0005040678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548171,0.04074467,0.0000318757,0.002737102,0.0002483508,0.0005000607,0.000009335364,0.00008183599,0.0008297228],"genre_scores_gemma":[0.9614948,0.03412329,0.002197051,0.0009792653,0.00009603244,0.00003930642,0.00008529682,0.00003612341,0.0009488171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3275679,"threshold_uncertainty_score":0.854401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023851957729863,"score_gpt":0.2916794911420584,"score_spread":0.2614409715647598,"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."}}