{"id":"W4390956972","doi":"10.5334/ijic.icic23213","title":"The impact of breast surgeon information on women’s breast outcome: evidence from breast conserving therapy","year":2023,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Nursing; Medicine; Health care; Psychosocial; Population; Context (archaeology); Advance care planning; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01789076,0.0003987897,0.001220904,0.001379164,0.0005197922,0.001619225,0.001580877,0.000875456,0.01366192],"category_scores_gemma":[0.1039807,0.0002816627,0.004712629,0.001732433,0.001232972,0.001704104,0.001473701,0.001919925,0.000702992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002414261,"about_ca_system_score_gemma":0.004984811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009473749,"about_ca_topic_score_gemma":0.0180139,"domain_scores_codex":[0.9867204,0.009083863,0.001492563,0.0006248629,0.00164213,0.0004360081],"domain_scores_gemma":[0.8703192,0.1064475,0.01432468,0.002365605,0.004546266,0.001996651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06111255,0.00251204,0.07024166,0.1332344,0.02525145,0.0002671092,0.003000926,0.0008113261,0.0002559179,0.00174884,0.004755023,0.6968088],"study_design_scores_gemma":[0.02115167,0.04509635,0.43019,0.3036041,0.1220623,0.0009775449,0.005752867,0.001095715,0.000890843,0.003740937,0.06524085,0.0001968968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3169713,0.6431094,0.0006486665,0.01202269,0.001380742,0.001485191,0.002403809,0.00002957503,0.02194848],"genre_scores_gemma":[0.8340551,0.1584296,0.001067908,0.002835159,0.001039616,0.0005505876,0.0007791935,0.00002534563,0.001217564],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01789076,"threshold_uncertainty_score":0.09461647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07416663225141563,"score_gpt":0.415982484889288,"score_spread":0.3418158526378724,"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."}}