{"id":"W3005596322","doi":"10.1158/1538-7445.sabcs19-p1-17-17","title":"Abstract P1-17-17: Real-word implementation of <i>p</i>atient <i>r</i>eport <i>o</i>utcomes: Sustainability constraints and impact on patients health outcomes","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Distress; Anxiety; Quality of life (healthcare); Patient experience; Dashboard; Family medicine; Health care; Nursing; Psychiatry; Database; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008917707,0.001247183,0.0006296419,0.000660449,0.001123178,0.00238655,0.001763658,0.0009708016,0.1497509],"category_scores_gemma":[0.0296823,0.0005635856,0.0009998655,0.0004939518,0.0006247879,0.001381557,0.002654654,0.002252963,0.04187777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715843,"about_ca_system_score_gemma":0.00464565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00480604,"about_ca_topic_score_gemma":0.006913346,"domain_scores_codex":[0.9968188,0.001706869,0.0002820342,0.0003390441,0.0005029266,0.0003504233],"domain_scores_gemma":[0.9834804,0.00672464,0.001192651,0.001403599,0.002749604,0.004449042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006284476,0.003164416,0.00404425,0.002036136,0.00008740895,0.0003480217,0.002609317,0.001818462,0.003683538,0.001066654,0.6685192,0.3063382],"study_design_scores_gemma":[0.01830145,0.02040055,0.05510521,0.002446909,0.0003640265,0.0004010844,0.007837787,0.01664892,0.01573626,0.009011148,0.8530633,0.0006833241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3054535,0.0007743933,0.1037066,0.02785575,0.007492036,0.1044929,0.1291801,0.1448889,0.176156],"genre_scores_gemma":[0.4223485,0.0008840544,0.2897031,0.007715494,0.001166864,0.1138987,0.05137648,0.01125332,0.1016536],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1497509,"threshold_uncertainty_score":0.5009667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08030590734604155,"score_gpt":0.4762183595202696,"score_spread":0.3959124521742281,"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."}}