{"id":"W2148544906","doi":"10.1111/j.1369-7625.2009.00587.x","title":"Shared decision making in oncology: assessing oncologist behaviour in consultations in which adjuvant therapy is considered after primary surgical treatment","year":2010,"lang":"en","type":"article","venue":"Health Expectations","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Anxiety; Coding (social sciences); Patient satisfaction; Family medicine; Breast cancer; Decision aids; Radiation oncologist; Primary care; Oncology; Adjuvant therapy; Internal medicine; Cancer; Radiation therapy; Nursing; Alternative medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006202327,0.0002317717,0.0002464339,0.0008317913,0.0006712459,0.0006738706,0.0003882189,0.0004727035,0.001076628],"category_scores_gemma":[0.03364693,0.0001676126,0.0003422881,0.0004554952,0.0006317626,0.0006170913,0.001393566,0.0006812334,0.0001476764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249579,"about_ca_system_score_gemma":0.001727344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215829,"about_ca_topic_score_gemma":0.004009819,"domain_scores_codex":[0.9939821,0.004146563,0.0006123295,0.0001924526,0.0007858899,0.0002806639],"domain_scores_gemma":[0.9740754,0.0139276,0.007712326,0.0006096485,0.001986305,0.00168866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008052231,0.0005301986,0.8451316,0.0006624684,0.0000962121,0.0005751559,0.06716622,0.0006431555,0.004089206,0.0002549169,0.001048319,0.07899732],"study_design_scores_gemma":[0.00005839583,0.00154744,0.9388024,0.0002584573,0.0000506047,0.001737172,0.04839388,0.003368924,0.002290742,0.000894562,0.002507031,0.00009044505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981222,0.0001127721,0.0007384332,0.0001789651,0.000008112658,0.00007208205,0.00004775382,0.00001062844,0.000709119],"genre_scores_gemma":[0.9973557,0.00007920362,0.002247493,0.00004286228,0.000006650802,0.00008592913,0.00005276843,0.000002215693,0.0001272475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006202327,"threshold_uncertainty_score":0.03280145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2131548846727412,"score_gpt":0.5174436193699855,"score_spread":0.3042887346972443,"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."}}