{"id":"W3214023173","doi":"10.3390/cancers13225769","title":"Prognostic Significance of CSF-1R Expression in Early Invasive Breast Cancer","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Chemokine receptors and signaling","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Cancer Society","keywords":"Breast cancer; Medicine; Oncology; Expression (computer science); Internal medicine; Cancer; Cancer research; Computational biology; Pathology; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004261335,0.000192163,0.0002419282,0.0005519762,0.0001613215,0.0003318995,0.0001919548,0.0002810883,0.001442457],"category_scores_gemma":[0.0007963805,0.0001191494,0.0001136426,0.0003555013,0.0002223137,0.0001527595,0.0002136978,0.0002755055,0.0003155253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002628691,"about_ca_system_score_gemma":0.0002120966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000788908,"about_ca_topic_score_gemma":0.001723838,"domain_scores_codex":[0.9998717,0.00002769545,0.000009755101,0.00002530942,0.00002799008,0.00003746787],"domain_scores_gemma":[0.9996655,0.0000916034,0.00011052,0.00002342002,0.00003144944,0.00007760205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007956735,0.00003477086,0.980179,0.00002337575,0.00002186044,0.0002185983,0.00003582001,0.0001633015,0.01134466,0.00003535556,0.0002965812,0.006850978],"study_design_scores_gemma":[0.00002301711,0.0001322603,0.9931332,0.00001230235,0.00003968255,0.001138553,0.00008380951,0.001065226,0.00340466,0.00009491257,0.0008669691,0.000005433169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988645,0.000431516,0.0001214465,0.000029781,0.000003856358,0.000004857347,0.0001772326,0.000009698564,0.0003572228],"genre_scores_gemma":[0.9991738,0.0001040221,0.0002032704,0.000008804395,0.000006223005,0.000007661313,0.0002600612,0.000002710441,0.0002334611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001442457,"threshold_uncertainty_score":0.004825532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693881473547689,"score_gpt":0.2694536910136928,"score_spread":0.2525148762782159,"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."}}