{"id":"W3159868255","doi":"10.24908/pocus.v6i1.14764","title":"The POCUS Lesson of Professor Tulp","year":2021,"lang":"en","type":"article","venue":"POCUS Journal","topic":"History of Medicine Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.002159042,0.0006356981,0.0004406096,0.0008413178,0.003540533,0.004143067,0.0007176439,0.003672858,0.01176359],"category_scores_gemma":[0.008922614,0.0003206316,0.0003160959,0.0004009624,0.005626318,0.006869098,0.003451396,0.01503649,0.005229397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691963,"about_ca_system_score_gemma":0.003576703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004027817,"about_ca_topic_score_gemma":0.009819234,"domain_scores_codex":[0.9980559,0.0006081227,0.00005084112,0.0003429147,0.000803409,0.0001388325],"domain_scores_gemma":[0.9978395,0.0005889689,0.00009158852,0.0001445932,0.0004847011,0.0008506303],"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":[0.00001057049,0.00001185011,0.00006165988,0.00004283304,0.000002508403,0.0001071841,0.000556115,0.00001448713,0.00005933506,0.02356327,0.9613175,0.01425258],"study_design_scores_gemma":[0.000004560243,0.00001222455,0.00009700998,0.0001735437,0.000001656475,0.0005281405,0.0003678393,0.00002213663,0.00006871838,0.009741643,0.988975,0.00000741497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00104037,0.07735865,0.001315373,0.7729249,0.07940856,0.00001435577,0.00005532089,0.0001018012,0.06778067],"genre_scores_gemma":[0.03186097,0.04231915,0.002328408,0.5842291,0.05940511,0.00005802804,0.00005003055,0.0002767534,0.2794725],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01176359,"threshold_uncertainty_score":0.03935319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748186992917005,"score_gpt":0.2553870980579029,"score_spread":0.2179052281287329,"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."}}