{"id":"W4283367034","doi":"10.1158/1538-7445.am2022-sy25-02","title":"Abstract SY25-02: Double-edged “soil”: Stromal microenvironment in breast cancer development","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Breast cancer; Population; Medicine; Cancer; Tumor microenvironment; Stromal cell; Oncology; Internal medicine; Pathology","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":[0.0004940755,0.0004377016,0.0002523253,0.0004976456,0.0005076051,0.001312099,0.0003241721,0.0006628576,0.008059071],"category_scores_gemma":[0.0006766285,0.0001684573,0.0002954108,0.0004233675,0.0008518216,0.0005221766,0.0006619624,0.001054681,0.001313371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006842897,"about_ca_system_score_gemma":0.0007086219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067894,"about_ca_topic_score_gemma":0.00174314,"domain_scores_codex":[0.9997628,0.00006171659,0.00001153759,0.00006521283,0.00005760404,0.00004108582],"domain_scores_gemma":[0.9995081,0.000105673,0.0001220023,0.00002942314,0.00007404147,0.0001607552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00470268,0.0002986121,0.1244853,0.00145217,0.0002948243,0.007574885,0.001077693,0.00174579,0.1531786,0.03494132,0.2603166,0.4099315],"study_design_scores_gemma":[0.0005981119,0.001879785,0.347211,0.001294425,0.0005039481,0.03080759,0.003564335,0.004222967,0.08900862,0.0298418,0.4908282,0.0002392004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6602951,0.1550593,0.01321926,0.07386087,0.007937827,0.0001812734,0.004777829,0.0009804768,0.08368796],"genre_scores_gemma":[0.9362555,0.02621089,0.002493985,0.004112083,0.00201202,0.00007072458,0.001414025,0.00009101017,0.02733982],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008059071,"threshold_uncertainty_score":0.02696031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08768239651525518,"score_gpt":0.3891973288489765,"score_spread":0.3015149323337213,"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."}}