{"id":"W7013010641","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Royal College of Surgeons of Edinburgh; New Brunswick Innovation Foundation","keywords":"Rehabilitation; Health care; Snapshot (computer storage); Acute care; Medical care; Medical anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001008402,0.0004681359,0.0003335909,0.0006784556,0.007927464,0.003263715,0.0008045872,0.001593427,0.02939706],"category_scores_gemma":[0.002916588,0.0003285107,0.0003983186,0.0007839951,0.002681867,0.002862775,0.003387007,0.002409425,0.008817796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002201265,"about_ca_system_score_gemma":0.002230062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02105702,"about_ca_topic_score_gemma":0.05963582,"domain_scores_codex":[0.9990362,0.0003180172,0.00003301321,0.00007437861,0.0003608862,0.000177548],"domain_scores_gemma":[0.9994071,0.0001341362,0.00004374379,0.0000389382,0.0001656279,0.0002105981],"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":[0.0000314898,0.00006816017,0.002540133,0.0004513664,0.000008530822,0.004058138,0.1594595,0.00009244964,0.000624846,0.03971887,0.6511772,0.1417693],"study_design_scores_gemma":[7.1998e-7,0.00001481274,0.001021794,0.0001285566,0.000001361519,0.001217916,0.01738929,0.00002193446,0.00004377695,0.0007847189,0.9793673,0.000007778878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03311271,0.02550371,0.00327848,0.06044745,0.02156459,0.0001375499,0.0001787099,0.0002744113,0.8555025],"genre_scores_gemma":[0.08413325,0.01188159,0.002184022,0.03057974,0.001205071,0.00008968912,0.0001116872,0.0001590406,0.8696559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9706029,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447037286540566,"score_gpt":0.4539990732821912,"score_spread":0.3092953446281347,"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."}}