{"id":"W4401231406","doi":"10.3389/fpsyg.2024.1422054","title":"Editorial: Highlights in psycho-oncology: study protocols - improving evidence for future personalised cancer care","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Psychology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psycho-oncology; Precision oncology; Psychology; Oncology; Medicine; MEDLINE; Cancer; Medical education; Internal medicine; Biology","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":[0.06998207,0.004770058,0.00607209,0.004438942,0.005358432,0.01364144,0.009581981,0.03892814,0.01732302],"category_scores_gemma":[0.2709118,0.002595275,0.005517005,0.002857482,0.008042339,0.0101193,0.003298433,0.03778739,0.01772439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005028,"about_ca_system_score_gemma":0.01113022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00291881,"about_ca_topic_score_gemma":0.003486526,"domain_scores_codex":[0.9444553,0.01951028,0.009778099,0.004797792,0.0196191,0.001839356],"domain_scores_gemma":[0.6966462,0.1879683,0.01751333,0.006430195,0.08124948,0.01019251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000753784,0.00001729031,0.00004121633,0.001077879,0.00003684685,0.00006708605,0.00005043442,0.00003435595,0.00004558048,0.0004168156,0.9918508,0.006286215],"study_design_scores_gemma":[0.0002223045,0.00007969323,0.0004388477,0.00604094,0.0001554626,0.0003150972,0.0001827769,0.0002921062,0.0002303668,0.002884649,0.9890894,0.00006825461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003907366,0.005041474,0.0002811067,0.06063661,0.9332967,0.0001070704,0.00006358741,0.00006599024,0.0004684241],"genre_scores_gemma":[0.0005313444,0.004269615,0.0005149809,0.07568871,0.9160847,0.000207887,0.00004564556,0.00007186241,0.002585212],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06998207,"threshold_uncertainty_score":0.370105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2372462439147592,"score_gpt":0.5325319708247063,"score_spread":0.295285726909947,"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."}}