{"id":"W4404393548","doi":"10.51731/cjht.2024.1025","title":"Overview of Systematic Reviews of ICIs in NSCLC With EGFR, ALK, ROS1, and RET Actionable Driver Mutations","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada","keywords":"ROS1; Medicine; Cancer research; Oncology; Internal medicine; Cancer; Adenocarcinoma","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01119572,0.002272041,0.01022074,0.01132649,0.0006310131,0.002699697,0.002029983,0.001862394,0.004914836],"category_scores_gemma":[0.04699533,0.001401354,0.01040013,0.009887448,0.0008499593,0.00230096,0.001770185,0.001417821,0.0004836028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004816298,"about_ca_system_score_gemma":0.01163034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036374,"about_ca_topic_score_gemma":0.02636969,"domain_scores_codex":[0.9894811,0.003602205,0.004384623,0.00078764,0.001437017,0.000307412],"domain_scores_gemma":[0.9682199,0.02206242,0.005874659,0.0004389514,0.003088266,0.000315758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001970238,0.000008161012,0.0002365566,0.9756736,0.009218081,0.000045515,0.00009278757,0.00007489271,0.0001526826,0.0001452409,0.001159939,0.01299561],"study_design_scores_gemma":[0.0003075595,0.0002116657,0.002108384,0.8577904,0.1190269,0.0002416431,0.0001420567,0.00008329916,0.000249914,0.0003423137,0.01946174,0.00003403322],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001103832,0.9958116,0.0003038048,0.0003825701,0.0002114679,0.0006709959,0.001048529,0.0000266379,0.0004407058],"genre_scores_gemma":[0.01319221,0.9821939,0.00119424,0.0009471726,0.0001242177,0.0014931,0.0006118506,0.00001745477,0.0002258198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01132649,"threshold_uncertainty_score":0.05920935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07018628142857407,"score_gpt":0.3807095458923667,"score_spread":0.3105232644637926,"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."}}