{"id":"W4251851098","doi":"10.1503/cmaj.200092","title":"SOAP note","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital","funders":"","keywords":"Headaches; Medicine; Lament; Fist; Affect (linguistics); Surgery; Psychology; Communication; Art; Anatomy; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009961585,0.00006515255,0.0002025828,0.00008687453,0.0002134854,0.0001250313,0.0002153111,0.0001377533,0.06992295],"category_scores_gemma":[0.001347564,0.00007436683,0.00009093515,0.0001378985,0.00002592567,0.0001398533,0.00002041262,0.0003458558,0.04294817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004498651,"about_ca_system_score_gemma":0.0003156618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008639902,"about_ca_topic_score_gemma":0.001150473,"domain_scores_codex":[0.9989977,0.00001161737,0.0003924908,0.0001665398,0.0001082267,0.0003233951],"domain_scores_gemma":[0.9984519,0.00003214549,0.0002173286,0.00005059002,0.00005204976,0.001195959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001031794,0.000003748315,0.01903446,0.000001608145,0.00004377214,0.00003541835,0.0006205143,0.000005431708,1.80517e-7,0.0113702,0.9668406,0.002043029],"study_design_scores_gemma":[0.0002992076,0.0000102551,0.002527685,0.000003110698,0.000002088215,0.000008420096,0.0002406725,0.0008343025,9.174769e-7,0.0009561235,0.9950267,0.00009051082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009078817,0.0007962496,0.0006090193,0.1636635,0.006296173,0.00008037454,0.000331199,0.00003068378,0.819114],"genre_scores_gemma":[0.759517,0.0006703674,0.0005117123,0.1475686,0.00681422,0.000006296707,0.00001179918,0.00003776636,0.08486231],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7504381,"threshold_uncertainty_score":0.957797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456740137091308,"score_gpt":0.192290974092668,"score_spread":0.167723572721755,"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."}}