{"id":"W6902191558","doi":"10.6084/m9.figshare.25210472","title":"Additional file 1 of Risk prediction models for lung cancer in people who have never smoked: a protocol of a systematic review","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Health Services Authority; Brock University; University of British Columbia","funders":"","keywords":"Protocol (science); Table (database); Predictive modelling; Lung cancer; Risk assessment","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01145213,0.002239578,0.00500426,0.006753614,0.001224496,0.002483061,0.002120608,0.002152143,0.6230076],"category_scores_gemma":[0.08446676,0.001641658,0.006080135,0.008587397,0.0006855394,0.003480238,0.001770628,0.001720184,0.02641682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003931456,"about_ca_system_score_gemma":0.01222579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00788636,"about_ca_topic_score_gemma":0.01698045,"domain_scores_codex":[0.9960597,0.001215005,0.001523846,0.0005483398,0.0004410831,0.0002119602],"domain_scores_gemma":[0.9491965,0.03885023,0.004503626,0.001768002,0.005179813,0.0005018258],"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":[0.002416982,0.0001017301,0.001018356,0.7283055,0.001318057,0.0001563241,0.0004351536,0.0008583748,0.000347401,0.003097938,0.2413191,0.02062508],"study_design_scores_gemma":[0.04658407,0.001184571,0.01756974,0.3423603,0.01414266,0.0005459142,0.001038846,0.002456861,0.001183109,0.01836783,0.5540022,0.0005639599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0009123707,0.002040554,0.002638348,0.001016224,0.0002492885,0.08178934,0.9084894,0.0004597718,0.002404703],"genre_scores_gemma":[0.005872577,0.002766409,0.01806158,0.001206939,0.0001738385,0.8690491,0.09405344,0.0002645088,0.008551657],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6230076,"threshold_uncertainty_score":0.5377339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321665214917503,"score_gpt":0.392405871864972,"score_spread":0.3602393503732217,"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."}}