{"id":"W6940182760","doi":"10.6084/m9.figshare.c.6595876.v1","title":"Needs assessment for enhancing pediatric clerkship readiness","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Feeling; Competence (human resources); Clinical clerkship; Educational measurement; Competency assessment; Physical examination; Physical exam","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":[],"consensus_categories":[],"category_scores_codex":[0.003531672,0.0004657277,0.0004766565,0.002034108,0.0007738601,0.0007753382,0.0008650944,0.0005240688,0.006928988],"category_scores_gemma":[0.01149095,0.0002033672,0.0007829436,0.0009071114,0.0002268934,0.0009812915,0.001600639,0.0009594845,0.001053217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305223,"about_ca_system_score_gemma":0.002990668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002185718,"about_ca_topic_score_gemma":0.006565468,"domain_scores_codex":[0.9980178,0.0007619687,0.0002810213,0.00009869869,0.0005028424,0.0003376451],"domain_scores_gemma":[0.9943541,0.001127109,0.001133375,0.000174301,0.001826006,0.00138514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006526677,0.005377733,0.4127065,0.001938247,0.000125064,0.0005735952,0.00596499,0.001037625,0.003166158,0.0009696267,0.03396094,0.5335268],"study_design_scores_gemma":[0.0001845772,0.004015035,0.9366754,0.001153474,0.0001476647,0.0006708703,0.01613766,0.004446172,0.004175631,0.001797568,0.03046534,0.0001307014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531321,0.0007381345,0.004101234,0.007149147,0.0002485133,0.003511928,0.001307313,0.0004152954,0.02939635],"genre_scores_gemma":[0.9637445,0.000990842,0.02593522,0.0005363464,0.00007657246,0.003091171,0.001204953,0.00003703579,0.004383393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006928988,"threshold_uncertainty_score":0.02317977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138507829677745,"score_gpt":0.268663456016038,"score_spread":0.2372783777192605,"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."}}