{"id":"W2777040321","doi":"10.2196/resprot.7653","title":"Influence of Social Determinants, Lifestyle, Emotional Well-Being and the Use of Unconventional Therapies in Breast Cancer Progression in a Cohort of Women in Barcelona: Protocol for the DAMA Cohort","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Spanish National Plan for Scientific and Technical Research and Innovation; European Regional Development Fund; Instituto de Salud Carlos III","keywords":"Breast cancer; Medicine; Cohort; Cancer; Family medicine; Cohort study; Disease; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003921298,0.000118244,0.0004654981,0.0001862739,0.0002202652,0.00001970717,0.000278266,0.00002606807,0.00006654941],"category_scores_gemma":[0.000473651,0.00006318848,0.00005156791,0.00017763,0.001691191,0.0001715571,0.0003029782,0.0003113484,1.193782e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407165,"about_ca_system_score_gemma":0.0002966659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009206509,"about_ca_topic_score_gemma":0.0004946846,"domain_scores_codex":[0.9977321,0.0003655567,0.0005750441,0.0002209243,0.000736547,0.0003698212],"domain_scores_gemma":[0.9981652,0.0008397262,0.000314452,0.0002417771,0.0003976957,0.00004108692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006963794,0.0004544015,0.9823596,0.001368308,0.00006932321,0.000006088242,0.002905496,0.00000875698,0.0004235643,0.0004154148,0.00005246632,0.004972769],"study_design_scores_gemma":[0.01181888,0.0005049753,0.9777301,0.006366699,0.000003460746,0.000003429363,0.0004540972,0.0002726877,0.0003648443,0.0005967836,0.001831814,0.00005220397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.534453,0.00000147731,7.247449e-7,0.0008079055,0.000001437369,0.464698,0.00001520551,0.000001114131,0.00002117045],"genre_scores_gemma":[0.4305084,0.000002599847,0.00002043953,0.000008502711,0.00004033044,0.5693761,8.705437e-7,0.000005248042,0.00003747621],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1046782,"threshold_uncertainty_score":0.6231262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620866559784385,"score_gpt":0.5464723640735886,"score_spread":0.3843857080951501,"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."}}