{"id":"W4377985562","doi":"10.56687/9781447366188-002","title":"Acknowledgements","year":2023,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002174753,0.0003878915,0.0005344896,0.0003863659,0.0004400255,0.00001713962,0.0003699274,0.0007487859,0.001504074],"category_scores_gemma":[0.0001655331,0.0003714955,0.0002104381,0.00001395201,0.0000856928,0.00002149174,0.0004373035,0.0009643821,0.0195257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531381,"about_ca_system_score_gemma":0.0005360337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006084732,"about_ca_topic_score_gemma":0.0002348756,"domain_scores_codex":[0.9978819,0.00007529386,0.0005781027,0.0004392459,0.0003363946,0.0006890126],"domain_scores_gemma":[0.9981322,0.0002634632,0.0003377109,0.00071279,0.0003498248,0.0002039882],"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":[0.0000253053,0.000004247772,0.000004272212,0.0003899355,0.0001120909,0.00001017287,0.002436752,1.02284e-7,0.000003027646,0.1801121,0.8043314,0.01257052],"study_design_scores_gemma":[0.0004051195,0.00003073282,0.00005479787,0.0005528861,0.0001031114,4.710951e-7,0.00003974694,0.000001168273,0.000009031969,0.03641602,0.9620785,0.0003084741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006591196,0.00027903,0.000006890853,0.0001658255,0.004944227,0.0008837188,0.0002074126,0.0005529263,0.9929534],"genre_scores_gemma":[0.00004304216,0.0001929505,0.00002627692,0.0003599266,0.007185378,0.0001503446,0.00008290492,0.0002152283,0.9917439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.157747,"threshold_uncertainty_score":0.9998737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613705689478658,"score_gpt":0.4356018229177853,"score_spread":0.2742312539699195,"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."}}