{"id":"W2328384440","doi":"10.15766/mep_2374-8265.7910","title":"PedsCases - A Learning Module for Evaluation of a Pediatric Limp for Medical Students","year":2010,"lang":"en","type":"article","venue":"MedEdPORTAL","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Limp; Medical education; Psychology; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008438407,0.00008023904,0.0001536607,0.0001013669,0.0004072775,0.0000463001,0.0003089141,0.0001521548,0.000954991],"category_scores_gemma":[0.007984491,0.00007672615,0.0001066157,0.000189097,0.00008029436,0.0001256687,0.00003391627,0.0002021375,0.000005891743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002155899,"about_ca_system_score_gemma":0.0008838996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003672682,"about_ca_topic_score_gemma":0.002088653,"domain_scores_codex":[0.9974197,0.000172573,0.0002692055,0.000196955,0.001655993,0.0002855486],"domain_scores_gemma":[0.9986839,0.0005204363,0.0001949886,0.00008821412,0.0003815146,0.0001308988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002068889,0.0006192545,0.8326979,0.0002291517,0.0001087756,0.000004626373,0.01948273,0.0002077731,0.0006707261,0.008226451,0.005020109,0.1325257],"study_design_scores_gemma":[0.0509053,0.00615801,0.2241231,0.0003240343,0.005221756,0.00003726471,0.04074944,0.1272237,0.007008614,0.04087877,0.4932832,0.0040868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994967,0.0000916955,0.000860779,0.0002978871,0.0005522561,0.0009541349,0.000008230274,0.00005080217,0.002217235],"genre_scores_gemma":[0.9971236,0.00001599395,0.0008553988,0.00003347359,0.001058916,0.0002889107,0.00002953406,0.00001338875,0.0005808069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6085748,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330045750732969,"score_gpt":0.4209267366863906,"score_spread":0.3776262791790609,"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."}}