{"id":"W4397024995","doi":"10.1097/jpn.0000000000000804","title":"Small Patients but a Heavy Lift","year":2024,"lang":"en","type":"article","venue":"The Journal of Perinatal & Neonatal Nursing","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"National Center for Advancing Translational Sciences; Vanderbilt University Medical Center; Vanderbilt University","keywords":"Lift (data mining); Business; Computer science; Data mining","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":[0.0007968803,0.0003557542,0.0003514398,0.0003366048,0.002065208,0.0009923616,0.0005592401,0.0008645774,0.03452826],"category_scores_gemma":[0.005768434,0.0002137823,0.0003131131,0.0003094565,0.001386123,0.001290842,0.002291891,0.001362605,0.01040939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006138438,"about_ca_system_score_gemma":0.001708454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008156069,"about_ca_topic_score_gemma":0.001431152,"domain_scores_codex":[0.9992837,0.000221918,0.00003904356,0.0001034794,0.0001950315,0.0001568423],"domain_scores_gemma":[0.9974147,0.0003342215,0.0004267061,0.0001228644,0.0002333863,0.001467997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009094355,0.001178634,0.1708922,0.001526825,0.0001564203,0.03636189,0.01234167,0.0004306304,0.01742871,0.0132609,0.3317444,0.4137683],"study_design_scores_gemma":[0.0002542128,0.003221578,0.1621937,0.002905939,0.0001219867,0.1080436,0.04429126,0.0007051684,0.00278686,0.02151114,0.6537834,0.0001812575],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6022716,0.009752221,0.01786857,0.1372984,0.01182221,0.0008437378,0.001519176,0.0008761014,0.2177479],"genre_scores_gemma":[0.8909758,0.004591597,0.01050962,0.03037387,0.002966593,0.0004522124,0.0005259778,0.0002166452,0.0593877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03452826,"threshold_uncertainty_score":0.1155085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05035493459095422,"score_gpt":0.3990856445359104,"score_spread":0.3487307099449561,"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."}}