{"id":"W6977509106","doi":"10.6084/m9.figshare.c.4655909","title":"Ambulatory Toxicity Management (AToM) in patients receiving adjuvant or neo-adjuvant chemotherapy for early stage breast cancer - a pragmatic cluster randomized trial protocol","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Randomized controlled trial; Ambulatory; Emergency department; Stage (stratigraphy); Intervention (counseling); Population; Cancer; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01684429,0.00461646,0.006778019,0.002013552,0.001730354,0.002238247,0.002553805,0.004619518,0.03238722],"category_scores_gemma":[0.01641992,0.00139734,0.003698701,0.002117501,0.002467157,0.00145857,0.00173104,0.003071876,0.002975325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004099369,"about_ca_system_score_gemma":0.01314656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006918848,"about_ca_topic_score_gemma":0.00897116,"domain_scores_codex":[0.9862072,0.009698162,0.0009144166,0.0009644183,0.0008258371,0.001389858],"domain_scores_gemma":[0.9922515,0.002660063,0.001553957,0.0007403722,0.00115797,0.001636146],"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":[0.971961,0.008506927,0.000465667,0.003634,0.001231995,0.00007261552,0.0001187444,0.001097871,0.0003849877,0.0007412804,0.002513541,0.009271429],"study_design_scores_gemma":[0.9806441,0.01576767,0.0004041308,0.0001560254,0.0003302359,0.00001065254,0.00002662383,0.0007932337,0.00009077547,0.0004445577,0.00131651,0.00001552436],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02744331,0.0004844617,0.001946508,0.0004305453,0.0004816547,0.9657012,0.001573025,0.0001353046,0.001804079],"genre_scores_gemma":[0.03273395,0.0002118703,0.004105777,0.0003413624,0.0001137438,0.9613103,0.000249333,0.000008449068,0.0009251801],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03238722,"threshold_uncertainty_score":0.108346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026989125755688,"score_gpt":0.3087205595520155,"score_spread":0.2884506682944586,"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."}}