{"id":"W4415417428","doi":"10.1002/hsr2.71367","title":"Individually Tailored Physiotherapy in Persons With Respiratory Symptoms Related to Post‐Acute Sequelae of COVID‐19: A Feasibility Study With Mixed Methods","year":2025,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BP (Canada); University of Calgary","funders":"Alberta Health Services","keywords":"Respiratory system; Rehabilitation; MEDLINE; Respiratory disease; Quality of life (healthcare)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01209079,0.000345279,0.00105384,0.001260603,0.0003489578,0.00005108742,0.0003384848,0.0001060446,0.00001688373],"category_scores_gemma":[0.002002242,0.0002454217,0.00007560504,0.005062222,0.0008653954,0.000312664,0.000147921,0.0004389469,0.00000100474],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001711322,"about_ca_system_score_gemma":0.02416309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107321,"about_ca_topic_score_gemma":0.001088385,"domain_scores_codex":[0.9944775,0.0006241727,0.001176766,0.00144161,0.001454694,0.000825298],"domain_scores_gemma":[0.9954552,0.0004090808,0.0007911981,0.001661701,0.0005059741,0.001176852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001608688,0.001063132,0.9739506,0.0007092531,0.0001289292,0.001200713,0.007677784,0.0001873061,0.0109962,0.00004885664,0.0001333493,0.002295254],"study_design_scores_gemma":[0.003386739,0.0108078,0.9800693,0.0007747876,0.00008723314,0.0003929565,0.002395992,0.00005045157,0.001473468,0.0001322498,0.0001774202,0.000251582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983971,0.0001865314,0.0009633621,0.007522792,0.0001854827,0.006839938,0.000006104132,0.0001437005,0.0001810871],"genre_scores_gemma":[0.9765136,0.000004180937,0.01343666,0.009684538,0.00001024058,0.0002066404,0.000005480207,0.00002905798,0.0001095897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02245177,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838277983475741,"score_gpt":0.4568517654958135,"score_spread":0.4284689856610561,"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."}}