{"id":"W6885958760","doi":"10.1371/journal.pone.0296892.s002","title":"Quality assessment results.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopsychosocial model; Anxiety; Risk assessment; Depression (economics); Cancer; Risk perception; Loneliness; Risk factor; Distress","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.1032319,0.00517359,0.0200097,0.03836356,0.003069479,0.01744074,0.01088615,0.006794104,0.3180159],"category_scores_gemma":[0.3123779,0.003142567,0.0232785,0.04263812,0.003536861,0.008807074,0.01109799,0.006802398,0.03285648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01871246,"about_ca_system_score_gemma":0.06196556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258044,"about_ca_topic_score_gemma":0.01000328,"domain_scores_codex":[0.802134,0.05555737,0.1017336,0.01316389,0.02241489,0.004996169],"domain_scores_gemma":[0.6134942,0.1566332,0.07101061,0.03278238,0.1209829,0.005096707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002547007,0.00009889067,0.001225648,0.7571504,0.004916927,0.00009989619,0.001211903,0.0006523082,0.0002121879,0.006627725,0.1627795,0.06247764],"study_design_scores_gemma":[0.01080683,0.0005132537,0.008695603,0.5368402,0.009255566,0.0002073452,0.001841045,0.001866334,0.0008285242,0.02074909,0.4078614,0.0005349591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001336173,0.01126759,0.009067643,0.008816401,0.003169792,0.1575705,0.7858356,0.005252924,0.01768334],"genre_scores_gemma":[0.01041116,0.009244387,0.03888126,0.002886115,0.0004550737,0.8469127,0.08219216,0.002033957,0.006983209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6819841,"threshold_uncertainty_score":0.9727675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231155500226476,"score_gpt":0.4112135038336732,"score_spread":0.2880979538110256,"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."}}