{"id":"W4320922999","doi":"10.31219/osf.io/qwg89","title":"Trends in Pediatric Palliative Care Research (TPPCR) 2023; Issue #2: Commentary on Lanocha","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Medicine; Political science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02252003,0.001562902,0.002378159,0.00240936,0.00686224,0.01027594,0.006798865,0.06260289,0.02322298],"category_scores_gemma":[0.1309033,0.001431561,0.002847488,0.003069795,0.01280847,0.01284705,0.007220564,0.07900017,0.01580874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01271667,"about_ca_system_score_gemma":0.02207918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0253725,"about_ca_topic_score_gemma":0.03246307,"domain_scores_codex":[0.975777,0.008053289,0.002205368,0.003323236,0.008954155,0.001686948],"domain_scores_gemma":[0.8515725,0.1114018,0.004703556,0.002110221,0.02254766,0.007664294],"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":[0.000007915361,0.000001759002,0.0000122184,0.00009067485,0.000003146085,0.00003660825,0.0001150464,0.000005830847,0.00001487944,0.001618191,0.9969481,0.001145715],"study_design_scores_gemma":[0.00003010431,0.000007690634,0.0001790589,0.001056898,0.00001653836,0.0001250591,0.0003657812,0.00002902996,0.00007204094,0.003617946,0.9944695,0.00003050193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00002210192,0.00395358,0.00003563175,0.943616,0.05139675,0.000003297487,0.00007106813,0.00001684726,0.0008845956],"genre_scores_gemma":[0.0005714419,0.002584115,0.0001034651,0.9331715,0.06046424,0.00003041885,0.00004636366,0.00007941671,0.002949043],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9975907,"threshold_uncertainty_score":0.1190988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.164579483724774,"score_gpt":0.4761182721429045,"score_spread":0.3115387884181304,"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."}}