{"id":"W4234263891","doi":"10.1007/978-3-319-47907-1_12","title":"Study Results","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psoralen; Mycosis fungoides; Dermatology; Medicine; PUVA therapy; Complete remission; Internal medicine; Psoriasis; Chemotherapy; Lymphoma; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.005771107,0.0006181046,0.0009632981,0.002136714,0.001280368,0.001740542,0.001114787,0.0009753728,0.09196897],"category_scores_gemma":[0.0352692,0.0002057424,0.0009453443,0.00232093,0.0005747728,0.001419954,0.001869898,0.0007569787,0.0250605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008752312,"about_ca_system_score_gemma":0.003076224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002995125,"about_ca_topic_score_gemma":0.003549329,"domain_scores_codex":[0.994707,0.001798746,0.000684857,0.001056368,0.001087751,0.0006652247],"domain_scores_gemma":[0.9923187,0.003437393,0.001047544,0.0009393175,0.001695974,0.0005610625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009778059,0.001128023,0.526463,0.005496122,0.001281902,0.001631045,0.004179144,0.0003147393,0.0005670357,0.01519956,0.2392108,0.1947507],"study_design_scores_gemma":[0.001317307,0.001795774,0.463895,0.005012606,0.002202708,0.005091548,0.01293928,0.0005325839,0.001031245,0.02106213,0.4849627,0.000157065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3205808,0.01694169,0.01706871,0.007599263,0.003912769,0.01035544,0.1843211,0.0005935541,0.4386267],"genre_scores_gemma":[0.824372,0.004213717,0.005346338,0.01276319,0.0009171767,0.02169594,0.04693366,0.000544921,0.0832131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09196897,"threshold_uncertainty_score":0.3076668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06328534653670582,"score_gpt":0.3495467938370084,"score_spread":0.2862614473003026,"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."}}