{"id":"W2460528418","doi":"10.1118/1.4955694","title":"SU‐F‐E‐08: Medical Physics as a Teaching Tool for High School Science Curriculum","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Curriculum; Medical education; Mathematics education; Medical school; Subject (documents); Medicine; Psychology; Pedagogy; Computer science; Library science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001372928,0.000392298,0.0001344687,0.0006213635,0.001517291,0.00146419,0.0007929195,0.0008641878,0.04096226],"category_scores_gemma":[0.001568356,0.0001882864,0.0003289475,0.0004615659,0.000578819,0.0005271462,0.001572613,0.0008625995,0.009915579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002892259,"about_ca_system_score_gemma":0.00921034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205437,"about_ca_topic_score_gemma":0.04046889,"domain_scores_codex":[0.9994816,0.0001133266,0.00001643465,0.00005027511,0.0001995297,0.0001387485],"domain_scores_gemma":[0.9979205,0.0001705874,0.00008799999,0.0001071656,0.0003874383,0.001326355],"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":[0.0003213294,0.002454085,0.02078292,0.0005264942,0.000009326642,0.000399469,0.003099595,0.001282756,0.04565312,0.007537133,0.1934374,0.7244964],"study_design_scores_gemma":[0.000173263,0.00188567,0.1000095,0.0002975792,0.00002344643,0.000640502,0.002179739,0.003689097,0.01970082,0.002861741,0.8684853,0.00005316366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4279525,0.001580527,0.06915282,0.01682675,0.002937893,0.002523198,0.001797017,0.008607768,0.4686215],"genre_scores_gemma":[0.5301474,0.00106825,0.1061221,0.001820504,0.0005390829,0.0009174916,0.002206563,0.0008393962,0.3563393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04096226,"threshold_uncertainty_score":0.1370324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048643044042631,"score_gpt":0.372151732117342,"score_spread":0.3616653016769157,"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."}}