{"id":"W6958880671","doi":"10.6084/m9.figshare.c.6133650","title":"Medication use and risk of amyotrophic lateral sclerosis—a systematic review","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Amyotrophic lateral sclerosis; Etiology; MEDLINE; Systematic review; Cohort study; Disease; Risk assessment; Cohort","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":[0.006379885,0.001224904,0.007710952,0.009483446,0.0004944748,0.002313199,0.001488246,0.001629223,0.003314533],"category_scores_gemma":[0.02882475,0.0010101,0.006805656,0.0111179,0.0007858209,0.001826087,0.001087684,0.0009027692,0.0002219734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002614762,"about_ca_system_score_gemma":0.007716127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007578424,"about_ca_topic_score_gemma":0.01699621,"domain_scores_codex":[0.9920511,0.002615588,0.003241493,0.0006295005,0.001267546,0.0001949083],"domain_scores_gemma":[0.9701929,0.02093151,0.006292593,0.0003149486,0.001992132,0.000275835],"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":[0.0001730084,0.00001307,0.002056902,0.9643483,0.01485828,0.0001172754,0.0001275703,0.00007696141,0.00009838849,0.00009971769,0.0006516688,0.01737902],"study_design_scores_gemma":[0.0003006193,0.000263449,0.01263839,0.8411204,0.1338242,0.0006257718,0.0002785483,0.0001360363,0.0001735506,0.0002440172,0.01034961,0.00004538914],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001511341,0.9976315,0.00007453936,0.0001460574,0.00006279058,0.0001544751,0.0002700882,0.000004253206,0.0001448296],"genre_scores_gemma":[0.02498449,0.9733499,0.0004787058,0.0003346038,0.00009613091,0.0004527798,0.0002249575,0.000003607019,0.00007484013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009483446,"threshold_uncertainty_score":0.03374046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07896759200692084,"score_gpt":0.2746459338642771,"score_spread":0.1956783418573563,"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."}}