{"id":"W3135272334","doi":"","title":"Start thinking of your staffing strategy like a marathon, not a sprint.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Sprint; Staffing; Aeronautics; Psychology; Physical medicine and rehabilitation; Operations management; Computer science; Physical therapy; Medicine; Engineering; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.005438078,0.0006168343,0.0005672137,0.002033783,0.001525308,0.003684637,0.001338948,0.001552437,0.1452062],"category_scores_gemma":[0.02972136,0.0002915371,0.0004806728,0.001444783,0.0006251163,0.003407524,0.001958318,0.002104063,0.05092632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008551812,"about_ca_system_score_gemma":0.004604584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587883,"about_ca_topic_score_gemma":0.007303739,"domain_scores_codex":[0.9973401,0.001023297,0.0001817165,0.0001422191,0.00110609,0.0002065667],"domain_scores_gemma":[0.9861145,0.004589354,0.0007970523,0.001076371,0.003648477,0.003774174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002175392,0.0003761939,0.0009771305,0.001113979,0.00003232405,0.00005490929,0.0005889904,0.0000428334,0.0006938286,0.00312114,0.3693822,0.6233989],"study_design_scores_gemma":[0.0002060864,0.000714546,0.0069993,0.002910318,0.0001005516,0.0004716159,0.003399341,0.0002577689,0.002294963,0.008002745,0.9745813,0.00006152987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03019811,0.02290574,0.1008172,0.1535788,0.04095149,0.003183753,0.003231749,0.01161413,0.633519],"genre_scores_gemma":[0.1702375,0.03406218,0.2387241,0.04325635,0.008258863,0.003757485,0.003564022,0.004615392,0.4935242],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1452062,"threshold_uncertainty_score":0.4857631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190896787203728,"score_gpt":0.3466195232791173,"score_spread":0.2275298445587445,"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."}}