{"id":"W2407221405","doi":"10.1002/cncr.30036","title":"Peer‐counseling for women newly diagnosed with breast cancer: A randomized community/research collaboration trial","year":2016,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Psychosocial; Randomized controlled trial; Breast cancer; Intervention (counseling); Stressor; Peer support; Cancer; Randomization; Family medicine; Physical therapy; Clinical psychology; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003167617,0.0001774255,0.0006476782,0.0001403351,0.0003552991,0.00006604092,0.0001537404,0.0001120623,0.0006194077],"category_scores_gemma":[0.0005829841,0.0001045413,0.0001044964,0.0004979721,0.0002664574,0.0001519894,0.00002529161,0.0003368529,0.000006912864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076293,"about_ca_system_score_gemma":0.001602821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007561177,"about_ca_topic_score_gemma":0.03090579,"domain_scores_codex":[0.9976366,0.0006100747,0.0002872854,0.0002583073,0.0007005573,0.0005072443],"domain_scores_gemma":[0.9950426,0.001820975,0.0001091074,0.0003962825,0.00240791,0.0002230746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9147522,0.0001206843,0.0006082198,0.0001777688,0.0002611036,0.00000535288,0.01979535,0.0000103761,0.0009940086,0.0001139311,0.01087876,0.0522822],"study_design_scores_gemma":[0.8908131,0.0007780186,0.0002058048,0.0007312036,0.0001584461,0.000005959325,0.01307073,0.00006050612,0.0007134533,0.0003324446,0.09288248,0.0002479041],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717813,0.001439712,0.0006890579,0.01945239,0.001129549,0.003974591,0.0005840012,0.00008598115,0.0008634425],"genre_scores_gemma":[0.9740928,0.001286,0.00003641658,0.0005947675,0.001569594,0.01175453,0.00002566527,0.00005194553,0.01058827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08200372,"threshold_uncertainty_score":0.9990476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04120291190428281,"score_gpt":0.3793843172106588,"score_spread":0.338181405306376,"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."}}