{"id":"W7061859630","doi":"","title":"The Safety and Efficacy of Physical Agents on Cancer Survivors: An Update","year":2016,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modalities; Cancer; Rehabilitation; Treatment modality; Quality of life (healthcare); Disease; Randomized controlled trial; Cancer therapy; Breast cancer; Cancer treatment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007625916,0.0001069368,0.0001569835,0.00005865495,0.0001622654,0.000009498455,0.000242894,0.0000566324,0.00002953494],"category_scores_gemma":[0.00002801876,0.00008353886,0.00004811909,0.0001170837,0.0003048479,0.0002271092,0.000068749,0.00007373453,0.00001204401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006352499,"about_ca_system_score_gemma":0.00001092788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000682945,"about_ca_topic_score_gemma":0.0007912613,"domain_scores_codex":[0.9994471,0.00002281583,0.00008634625,0.0001487236,0.000139636,0.0001553941],"domain_scores_gemma":[0.9994256,0.000122431,0.00006147515,0.00029759,0.00004956427,0.00004329651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003307929,0.0001320059,0.005021258,0.00006816506,0.0003127848,0.000005403488,0.002916346,0.01710528,0.002564521,0.951865,0.0007730877,0.01890541],"study_design_scores_gemma":[0.001256666,0.0001625334,0.01250839,0.00004499287,0.00004032649,8.497316e-7,0.001627653,0.00258905,0.0005810949,0.9746614,0.006253995,0.0002730633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820126,0.0001304807,0.0169105,0.0002032552,0.0001160211,0.00009345391,0.00005300061,0.0001539766,0.0003267168],"genre_scores_gemma":[0.9989848,0.0004908615,0.0002336874,0.000006990698,0.00002638263,2.767536e-7,0.000003627182,0.00001236578,0.000241013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02279644,"threshold_uncertainty_score":0.3406616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119632845418171,"score_gpt":0.2324215662278647,"score_spread":0.221225237773683,"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."}}