{"id":"W2889889928","doi":"10.23889/ijpds.v3i4.704","title":"Breast cancer care in Alberta: a Patients perspective","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Breast cancer; Referral; Family medicine; Health care; Breast surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008862055,0.0002632827,0.0002307332,0.0007009603,0.004646082,0.004659161,0.001212307,0.001609806,0.01999617],"category_scores_gemma":[0.00172021,0.0001758981,0.0002670687,0.002507458,0.00184632,0.00108387,0.002046762,0.00222843,0.0009750364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03202325,"about_ca_system_score_gemma":0.0622811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8668016,"about_ca_topic_score_gemma":0.945978,"domain_scores_codex":[0.9983218,0.0002214098,0.00004801342,0.00005576377,0.0005911749,0.0007618807],"domain_scores_gemma":[0.9963283,0.0002044605,0.0001487711,0.00002823053,0.0007402772,0.002549853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001406144,0.000383544,0.1119209,0.0008204057,0.00005015945,0.003253036,0.01209775,0.0004501031,0.0008624028,0.01222419,0.645106,0.2126909],"study_design_scores_gemma":[0.00007392267,0.0002840014,0.2110703,0.001758492,0.00006670802,0.002274705,0.07745703,0.0002575808,0.0002002836,0.002222672,0.704244,0.00009028298],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1258177,0.03300516,0.0002588215,0.5893063,0.002609194,0.0001258615,0.002695607,0.00016763,0.2460137],"genre_scores_gemma":[0.6715491,0.07588824,0.001524573,0.1781439,0.003094192,0.0001245433,0.002354444,0.00008024721,0.06724076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1331984,"threshold_uncertainty_score":0.2679656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1915335090914785,"score_gpt":0.5665343481342299,"score_spread":0.3750008390427514,"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."}}