{"id":"W4309667978","doi":"10.1097/ncm.0000000000000617","title":"On-the-Job Training Is Good Enough, Right?","year":2022,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); MEDLINE; Psychology; Computer science; Medical education; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01109106,0.0003224313,0.0007048676,0.0007691482,0.007242082,0.006761763,0.001444862,0.004365142,0.0167744],"category_scores_gemma":[0.03987623,0.0003736015,0.0006069813,0.0008644983,0.007960469,0.01539978,0.004878708,0.007021819,0.003763202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003019614,"about_ca_system_score_gemma":0.01084396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005521114,"about_ca_topic_score_gemma":0.01242291,"domain_scores_codex":[0.9876616,0.00699367,0.0004979341,0.0004835158,0.0023944,0.001968853],"domain_scores_gemma":[0.9718471,0.01159673,0.003087632,0.0008863057,0.003601119,0.008981192],"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":[0.0001021068,0.0005567172,0.01268568,0.005060308,0.0000536241,0.001446842,0.07433371,0.00009555146,0.0006498967,0.02204612,0.5245745,0.3583949],"study_design_scores_gemma":[0.00004304483,0.0002973395,0.01701145,0.01727088,0.00004446072,0.00210368,0.2944121,0.0001379901,0.0002609307,0.02044264,0.6478469,0.0001285868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03149012,0.02581725,0.002484503,0.8749356,0.01305438,0.0001140782,0.0001550808,0.0001284471,0.05182052],"genre_scores_gemma":[0.4925308,0.06911606,0.009834616,0.3896493,0.006673365,0.0004451945,0.0003173331,0.0002889775,0.03114441],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0167744,"threshold_uncertainty_score":0.05865586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697229886858939,"score_gpt":0.387067583002946,"score_spread":0.3173445943170521,"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."}}