{"id":"W4229675957","doi":"10.1503/cmaj.202444","title":"Dear Grandma","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Phone; Art; Art history; Philosophy","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00303091,0.00004052441,0.00007272876,0.00005776152,0.0008524929,0.0002272964,0.0001495259,0.0002276415,0.02761929],"category_scores_gemma":[0.01076032,0.0000425557,0.00005527702,0.0002622984,0.00004401417,0.0002392549,0.000003647197,0.0005767833,0.0004860747],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006491403,"about_ca_system_score_gemma":0.01629231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01153677,"about_ca_topic_score_gemma":0.4201087,"domain_scores_codex":[0.9975471,0.0005876946,0.0001603154,0.0000778578,0.001290321,0.0003366926],"domain_scores_gemma":[0.9972809,0.0005649292,0.0001001036,0.00004044994,0.0005632821,0.001450352],"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":[0.000002849487,0.0000466521,0.1472076,0.000003745242,0.0001033361,0.0006033563,0.01611178,0.000001129593,0.00000378436,0.0647936,0.7176878,0.05343427],"study_design_scores_gemma":[0.0001169489,0.000003053726,0.00835354,0.00001099818,0.000007426658,0.00004947923,0.01244011,0.000001719182,0.000003269562,0.001691431,0.9772676,0.00005442097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03268754,0.0006402964,0.00002505299,0.7040724,0.00259577,0.00003068341,0.000005395302,0.00001401117,0.2599288],"genre_scores_gemma":[0.9102731,0.0009759064,0.0003396116,0.056709,0.009625758,0.000003209035,0.00001009373,0.00001061789,0.02205274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8775855,"threshold_uncertainty_score":0.9975725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801955301519298,"score_gpt":0.3282808286983887,"score_spread":0.3002612756831957,"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."}}