{"id":"W3169088844","doi":"10.1161/strokeaha.121.035333","title":"Starting Your Independent Research Laboratory","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Biological sciences; Basic research; Medical laboratory; MEDLINE; Medical research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02682587,0.002039119,0.001909542,0.003983846,0.006869569,0.01885164,0.006738629,0.01256783,0.6071804],"category_scores_gemma":[0.06218967,0.001329988,0.002362679,0.002209033,0.004122662,0.009975815,0.01583307,0.01314889,0.5326599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004501225,"about_ca_system_score_gemma":0.03935489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00294607,"about_ca_topic_score_gemma":0.006480108,"domain_scores_codex":[0.9780934,0.005228729,0.001002226,0.002595634,0.008581475,0.004498566],"domain_scores_gemma":[0.8126174,0.007066736,0.003611195,0.01891952,0.04607158,0.1117136],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009354635,0.0001261618,0.0001995047,0.0001028065,0.000008096083,0.0000695858,0.00006789131,0.00001230143,0.0002164789,0.001961637,0.9614361,0.03570588],"study_design_scores_gemma":[0.00008646748,0.00009468877,0.0004590712,0.0002009515,0.000008639218,0.00008540169,0.0003182358,0.00002532871,0.0001890816,0.002407034,0.9961036,0.00002154545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002906822,0.007678657,0.010373,0.3744431,0.1619099,0.002596903,0.00443459,0.006508983,0.4291481],"genre_scores_gemma":[0.01020618,0.005044024,0.01202879,0.06640485,0.04025663,0.003166217,0.003952818,0.002309601,0.8566309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9731742,"threshold_uncertainty_score":0.5603095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292587137024108,"score_gpt":0.4148389371886406,"score_spread":0.2855802234862298,"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."}}