{"id":"W2040696193","doi":"10.1016/j.breast.2014.02.002","title":"Evaluation of eligibility and recruitment in breast cancer clinical trials","year":2014,"lang":"en","type":"article","venue":"The Breast","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Breast cancer; Oncology; Clinical trial; Cancer; Family medicine; Internal medicine; Medical physics","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7347196,0.001137314,0.002784246,0.006517594,0.003145028,0.006387406,0.003854126,0.004955706,0.003575702],"category_scores_gemma":[0.858136,0.001264528,0.002761591,0.005906358,0.005609802,0.008985071,0.005967229,0.00370835,0.001119449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004654726,"about_ca_system_score_gemma":0.01341147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005112399,"about_ca_topic_score_gemma":0.0006929573,"domain_scores_codex":[0.1371065,0.7310826,0.08347568,0.005878583,0.03912549,0.003331182],"domain_scores_gemma":[0.07565805,0.7012877,0.161976,0.03050284,0.02452078,0.006054749],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02635583,0.001967555,0.6905276,0.006945616,0.002550713,0.0007189877,0.01277655,0.002828236,0.001063152,0.01530047,0.008273858,0.2306914],"study_design_scores_gemma":[0.009476223,0.02888029,0.7708981,0.01125292,0.002861117,0.003493736,0.00681456,0.04265804,0.007047687,0.05344614,0.06247047,0.0007007538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7262074,0.0220421,0.08106992,0.02302907,0.001430276,0.1083752,0.001838717,0.0004473203,0.03556007],"genre_scores_gemma":[0.9061634,0.001467485,0.04575428,0.003154867,0.0005338718,0.04118179,0.0005575859,0.00007541227,0.001111303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2652804,"threshold_uncertainty_score":0.3271381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8792104055012392,"score_gpt":0.7332901491485581,"score_spread":0.1459202563526811,"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."}}