{"id":"W4386732273","doi":"10.1097/nor.0000000000000974","title":"Time for Change—Pay It Forward","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Nursing","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fall of man; Daylight; Medicine; History; Meteorology; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002668358,0.0001053203,0.0001913521,0.0001697686,0.00011176,0.000009407492,0.00003583314,0.00007952067,0.0001600305],"category_scores_gemma":[0.0001749397,0.00007675758,0.0002247689,0.0003597078,0.00009751181,0.00007815757,0.00000795199,0.00008311994,0.0002993487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004747458,"about_ca_system_score_gemma":0.00003969098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000463888,"about_ca_topic_score_gemma":0.000001907776,"domain_scores_codex":[0.9990942,0.00001749167,0.0001743779,0.0002184897,0.0002032807,0.0002921069],"domain_scores_gemma":[0.9995186,0.00009359672,0.00004040475,0.0001640469,0.0000709175,0.0001124073],"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":[0.0002033956,0.0002045413,0.002718631,0.0006909289,0.00005248177,0.000009718537,0.003369487,0.000004144227,0.006402457,0.000389568,0.105297,0.8806577],"study_design_scores_gemma":[0.01197704,0.004440658,0.2993185,0.005607159,0.000882868,0.0000743115,0.007259074,0.05137946,0.0003252002,0.01173529,0.6058072,0.001193151],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7553608,0.001097043,0.007543803,0.1958439,0.003529641,0.005775253,0.00005556779,0.001278805,0.0295152],"genre_scores_gemma":[0.9578448,0.0001689329,0.003428686,0.002446673,0.002252236,0.0005158405,0.0007489599,0.0001329445,0.03246094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8794645,"threshold_uncertainty_score":0.3847622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740000949975481,"score_gpt":0.3332846561789362,"score_spread":0.3058846466791814,"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."}}