{"id":"W2318318675","doi":"10.15766/mep_2374-8265.9570","title":"I-PASS Handoff Curriculum: Faculty Observation Tools","year":2013,"lang":"en","type":"article","venue":"MedEdPORTAL","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Curriculum; Sick child; Library science; Medicine; Psychology; Pediatrics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007226263,0.0001362632,0.0002416052,0.00004187536,0.00007369262,0.00004970256,0.00006007027,0.00007966696,0.004107276],"category_scores_gemma":[0.0002244708,0.00009153703,0.000116828,0.000159766,0.00002888612,0.0002765701,0.00003169178,0.0001310037,0.001228028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003285539,"about_ca_system_score_gemma":0.00006139619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002302183,"about_ca_topic_score_gemma":0.00001132218,"domain_scores_codex":[0.999025,0.000009573991,0.0002607266,0.0002013076,0.0002620806,0.0002413372],"domain_scores_gemma":[0.9992959,0.00001781088,0.00006624077,0.0002212845,0.0001283024,0.0002704911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007006386,0.0002121892,0.899129,0.0000369171,0.00004363717,0.00006609727,0.000148377,0.000001024507,0.003301137,0.000559502,0.07134902,0.02514606],"study_design_scores_gemma":[0.0007820508,0.0001313682,0.9675149,0.00004644453,0.0000377909,0.000035211,0.0002952418,0.0002914772,0.00151768,0.0001633131,0.02904353,0.0001410139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851981,0.000049426,0.0000631933,0.002873121,0.0002464423,0.0004389431,0.000007921105,0.0001136286,0.01100919],"genre_scores_gemma":[0.9764474,0.000006102021,0.001741556,0.0007296827,0.0001704474,0.00006146626,0.0002565237,0.00001645297,0.02057034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06838584,"threshold_uncertainty_score":0.9995496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04241475793576837,"score_gpt":0.3037721136734711,"score_spread":0.2613573557377027,"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."}}