{"id":"W2140456405","doi":"10.3747/co.v18i0.898","title":"Models of Care for Early-Stage Breast Cancer in Canada","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; Hôpital Maisonneuve-Rosemont; William Osler Health System; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"AstraZeneca Canada; AstraZeneca","keywords":"Medicine; Primary care; Nursing; Shared care; Health care; Family medicine; Breast cancer; Work (physics); Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002063927,0.0003512849,0.0002881753,0.001022371,0.007142322,0.005108097,0.002751186,0.001155584,0.006729992],"category_scores_gemma":[0.00488114,0.0002825565,0.0007042211,0.001819363,0.002401375,0.001287457,0.003598932,0.001514649,0.0004279308],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1418733,"about_ca_system_score_gemma":0.2149629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887187,"about_ca_topic_score_gemma":0.9953477,"domain_scores_codex":[0.9964325,0.001016996,0.0001046345,0.0002682295,0.0009316758,0.001245908],"domain_scores_gemma":[0.9961846,0.0002495412,0.0002310123,0.0001187696,0.001095402,0.00212061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006198403,0.001301947,0.1623885,0.00105492,0.0003475466,0.003670872,0.03575029,0.02750165,0.00117842,0.4037872,0.1382341,0.2241647],"study_design_scores_gemma":[0.0009459294,0.001082187,0.1871684,0.002234802,0.0005118122,0.002876216,0.07790229,0.0615243,0.0009466166,0.06487881,0.5993679,0.0005607617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5323077,0.01257684,0.01451742,0.1390415,0.001099901,0.001429497,0.002402722,0.0004220454,0.2962023],"genre_scores_gemma":[0.964268,0.003922969,0.009847738,0.002974723,0.00005342085,0.0002434203,0.0005112036,0.00003803918,0.01814043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418733,"threshold_uncertainty_score":0.9953054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2623106190265251,"score_gpt":0.4239175289776552,"score_spread":0.16160690995113,"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."}}