{"id":"W4312783253","doi":"10.22374/cjgim.v16i4.603","title":"HP Heroes: Arielle Berger MD","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313387,0.0005154167,0.0006288017,0.0008197141,0.0025931,0.002499471,0.0008848437,0.004710232,0.2014445],"category_scores_gemma":[0.01932958,0.000307368,0.0003906618,0.0003554471,0.001049481,0.001471659,0.002029471,0.004667401,0.07483172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267871,"about_ca_system_score_gemma":0.005933766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078548,"about_ca_topic_score_gemma":0.02445169,"domain_scores_codex":[0.9985191,0.0002174563,0.00007654756,0.0002594191,0.00056788,0.0003596179],"domain_scores_gemma":[0.9866768,0.001083049,0.0005414847,0.0002958536,0.004730945,0.006671796],"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":[0.00001987272,0.0000117237,0.0006094164,0.00005215392,0.000005554999,0.0004804704,0.00004258665,0.00002027782,0.0000465165,0.0007062748,0.9802065,0.01779874],"study_design_scores_gemma":[0.00002373802,0.00002313701,0.001149117,0.0003273831,0.00001112689,0.002297984,0.0003345993,0.00006860345,0.0001116204,0.001287055,0.9943485,0.00001719465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002563267,0.0131871,0.0007156964,0.6298434,0.158041,0.0000981486,0.0006451372,0.0004477809,0.1944585],"genre_scores_gemma":[0.03213489,0.01243273,0.0008482758,0.2632817,0.06653333,0.0001852634,0.000379248,0.0003421658,0.6238623],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2014445,"threshold_uncertainty_score":0.6738991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448414257652703,"score_gpt":0.2989124869701517,"score_spread":0.2744283443936246,"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."}}