{"id":"W3129929827","doi":"10.46747/cfp.670281_2","title":"Disappointed in platform","year":2021,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Empathy and Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Holocaust; Judaism; Computer science; Art history; Art; Philosophy; Theology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000758602,0.0002729538,0.0005282778,0.000393092,0.00004791732,0.00002524839,0.0001392665,0.0007129641,0.00005121686],"category_scores_gemma":[0.00006191831,0.0002796039,0.0001616588,0.0004624261,0.00008734151,0.00006181219,0.00001323172,0.002236872,0.0003197633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008795,"about_ca_system_score_gemma":0.00356358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02004062,"about_ca_topic_score_gemma":0.01562246,"domain_scores_codex":[0.9982902,0.00002904945,0.0002854745,0.0004211515,0.0002944896,0.0006796403],"domain_scores_gemma":[0.9987897,0.00004979837,0.00006494665,0.0004833438,0.00008831757,0.0005239489],"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":[0.000003697035,0.00002876826,0.00001527713,0.0001639289,0.00003353452,0.002283695,0.0007726068,1.242215e-7,0.00003803954,0.00002365315,0.984579,0.01205768],"study_design_scores_gemma":[0.000437594,0.00004443082,0.00259718,0.0009624593,0.00006942361,0.000006688421,0.003761364,0.00001281186,0.00003707104,0.0001880186,0.9916132,0.0002697317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0148882,0.00109524,0.000001894592,0.656325,0.001537701,0.0004958213,0.0001164052,0.000035209,0.3255045],"genre_scores_gemma":[0.00398117,0.00003988124,0.00003264257,0.9798141,0.005109727,0.00004707083,0.004041244,0.0000576924,0.006876507],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.323489,"threshold_uncertainty_score":0.9999656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985067206074721,"score_gpt":0.2619393264470191,"score_spread":0.2320886543862719,"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."}}