{"id":"W1529173895","doi":"","title":"Comparison of Informational Needs among Newly Diagnosed Breast Cancer Women Undergoing Different Surgical Treatment Modalities","year":2013,"lang":"en","type":"article","venue":"Journal of Biology Agriculture and Healthcare","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Psychosocial; Mastectomy; Modalities; Modified Radical Mastectomy; Cancer; Family medicine; Information needs; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008118003,0.0001308348,0.0005637876,0.00008961579,0.00008032418,0.00001324911,0.00004986712,0.0001606828,0.000100727],"category_scores_gemma":[0.00001101472,0.00006491462,0.00009205756,0.0001010318,0.00008080559,0.0001598301,0.00001703786,0.0002088423,7.68446e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561863,"about_ca_system_score_gemma":0.0001627366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001659474,"about_ca_topic_score_gemma":0.0004495411,"domain_scores_codex":[0.9989507,0.00005679941,0.0005443346,0.00006895057,0.0001578752,0.0002213702],"domain_scores_gemma":[0.9988189,0.0001108199,0.0004052275,0.00004991287,0.0003769058,0.0002382467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002154335,0.00007799969,0.9855605,0.0001209309,0.0001430948,0.00001004883,0.004635736,0.00002913766,0.0001978184,0.0004320988,0.0009035594,0.007673654],"study_design_scores_gemma":[0.001708823,0.001553368,0.9765013,0.0003568195,0.00004739045,0.0004170615,0.01842484,0.00003121586,0.0001258627,0.0001721642,0.000585985,0.0000751125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878133,0.004270751,0.000007314686,0.007498205,0.0001014558,0.0001698153,0.00002926479,0.000005511894,0.0001044075],"genre_scores_gemma":[0.9973252,0.001919396,0.0000381547,0.0002578032,0.0003441336,0.00002065284,0.00002032393,0.000002780713,0.00007159135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01378911,"threshold_uncertainty_score":0.2647142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04646381021257893,"score_gpt":0.353836155962728,"score_spread":0.3073723457501491,"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."}}