{"id":"W4414913088","doi":"10.1200/op.2025.21.10_suppl.52","title":"Rehab or radiation?: That is the question.","year":2025,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Cohort; Radiation therapy; Demographics; Hospital discharge; Hospital admission; Cohort study","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":[0.000942066,0.0001209081,0.000278485,0.00008603099,0.0003229772,0.00001196699,0.0001619195,0.0003094287,0.0007287896],"category_scores_gemma":[0.00313347,0.00007010009,0.00006620343,0.0003174491,0.0003273427,0.0002764711,0.00003839123,0.0006187916,0.0001406194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004401301,"about_ca_system_score_gemma":0.0009065034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002344131,"about_ca_topic_score_gemma":0.00001906414,"domain_scores_codex":[0.9987139,0.0004746006,0.000224696,0.0002485265,0.0001342952,0.0002040175],"domain_scores_gemma":[0.9928386,0.006343225,0.0002187016,0.0004142319,0.0001336791,0.00005154704],"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":[0.005315253,0.0008813263,0.009040857,0.000041378,0.0007159536,0.0003208409,0.001243477,0.00001635102,0.0001643938,0.03125133,0.5998999,0.351109],"study_design_scores_gemma":[0.001989586,0.0007443907,0.009830216,0.00002744562,0.0003888534,0.0006630444,0.000795922,0.00008349431,0.0002602133,0.00106706,0.9840773,0.00007248009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002501819,0.006563446,0.007629506,0.7101215,0.003411725,0.0008364153,0.000003401006,0.0001426105,0.2687895],"genre_scores_gemma":[0.07453875,0.02147394,0.06194282,0.6428587,0.002053258,0.0003237458,0.0000168902,0.000043166,0.1967487],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3841774,"threshold_uncertainty_score":0.7979735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428139772781749,"score_gpt":0.483551260298787,"score_spread":0.4592698625709695,"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."}}