{"id":"W4409054636","doi":"10.1016/j.apmr.2025.01.407","title":"Exploring the Rehabilitation and Educational Needs of Individuals With a Previous Diagnosis of Sepsis and Cancer","year":2025,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rehabilitation; Medicine; Sepsis; Psychology; Physical medicine and rehabilitation; Physical therapy; Gerontology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003850679,0.00005096489,0.0001647174,0.0001858189,0.0001097273,0.000003529627,0.00003894189,0.00001276495,0.000004736852],"category_scores_gemma":[0.002366015,0.00003248979,0.00001944266,0.0003335031,0.001331787,0.000133455,0.00001336678,0.00004549629,2.587949e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000846577,"about_ca_system_score_gemma":0.0001449639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177403,"about_ca_topic_score_gemma":0.0001063062,"domain_scores_codex":[0.9992274,0.0002426386,0.0002202159,0.00009131827,0.0001533173,0.00006512434],"domain_scores_gemma":[0.9868918,0.0127696,0.0001321123,0.0000701917,0.00009504323,0.00004127403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002721845,0.0001238136,0.2964805,0.0007672733,0.00002344426,1.980023e-9,0.45471,0.000007210494,0.0003237726,0.1153601,0.00008664247,0.13209],"study_design_scores_gemma":[0.0003309258,0.000660963,0.8876452,0.00113644,0.00006389657,3.523246e-8,0.08035944,0.00004224292,0.0001249299,0.02860103,0.0009967095,0.00003819232],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924643,0.000494947,0.0000335581,0.0738969,0.00004214186,0.0003700308,0.000003521612,0.000002969274,0.0005129157],"genre_scores_gemma":[0.9978518,0.0009392686,0.0008592053,0.0000658543,0.00006155709,0.0001916421,0.000002854266,0.000002297525,0.00002550952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5911646,"threshold_uncertainty_score":0.4907026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05195346085917605,"score_gpt":0.3996780225642649,"score_spread":0.3477245617050888,"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."}}