{"id":"W2989954013","doi":"10.24908/pocus.v4i2.13693","title":"Minding the Gap(s): Hospitalists Experience Aspirational, Safety, and Knowledge Deficits That Prevent Them From Practicing POCUS","year":2019,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Curriculum; Credentialing; Medical education; Test (biology); Psychology","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":[0.005293545,0.0002061516,0.0002862457,0.0006315112,0.001726752,0.001451755,0.0007054385,0.001204417,0.003337259],"category_scores_gemma":[0.01706446,0.0002810988,0.0002635824,0.0004577338,0.001204162,0.001990764,0.002880135,0.001123751,0.0004570497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246147,"about_ca_system_score_gemma":0.004928328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006748889,"about_ca_topic_score_gemma":0.01020478,"domain_scores_codex":[0.9965077,0.001076891,0.0003138488,0.0002557887,0.000851412,0.0009943407],"domain_scores_gemma":[0.9824206,0.006160334,0.00557855,0.0004859214,0.001804028,0.003550622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002041893,0.0005276022,0.745165,0.001015847,0.00009345007,0.003397195,0.09302408,0.0001876149,0.003099234,0.00181436,0.01521301,0.1362583],"study_design_scores_gemma":[0.00003920437,0.0009897935,0.6311689,0.001593074,0.00007566777,0.007371494,0.3247016,0.0006759629,0.001453534,0.00271761,0.02910737,0.0001058198],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982227,0.0008377217,0.0008473297,0.0100906,0.00009582691,0.00004932526,0.00006668604,0.00003416257,0.005751485],"genre_scores_gemma":[0.9946708,0.0002698223,0.0009180063,0.003644793,0.00002471779,0.0000254732,0.00003139592,0.000006480545,0.0004084706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006748889,"threshold_uncertainty_score":0.02799529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08391945808192439,"score_gpt":0.3649130822027308,"score_spread":0.2809936241208064,"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."}}