{"id":"W4403538575","doi":"10.1016/j.xpro.2024.103407","title":"Protocol for synchronized wireless fiber photometry and video recordings in rodents during behavior","year":2024,"lang":"en","type":"article","venue":"STAR Protocols","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Université Laval","keywords":"Computer science; Protocol (science); Photometry (optics); Wireless; Medicine; Telecommunications; Computer vision; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004429829,0.0002256962,0.0002518318,0.0003655204,0.0001462164,0.0003824014,0.0003362391,0.0001160393,0.0005189744],"category_scores_gemma":[0.0002088457,0.0002022314,0.00007894626,0.000615872,0.0001158233,0.0002702874,0.0002087368,0.0003134132,0.00005661919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943623,"about_ca_system_score_gemma":0.0001398924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003622138,"about_ca_topic_score_gemma":0.00001403928,"domain_scores_codex":[0.9977058,0.0001149427,0.0003615597,0.0007758535,0.0004499803,0.0005918273],"domain_scores_gemma":[0.9992685,0.0002043454,0.0000496699,0.0002770904,0.00004629508,0.0001540994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007043183,0.0001855521,0.002377035,0.001787531,0.000004368568,0.00006714616,0.0001750045,9.610332e-7,0.9792162,0.00002877605,0.0002713839,0.01518172],"study_design_scores_gemma":[0.003452463,0.0003061678,0.001965479,0.000678729,0.000003839458,0.00001681427,0.00001219435,0.001077227,0.9604278,0.000167679,0.0316198,0.0002718465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3863248,0.000001867419,0.00001284729,0.00001698476,0.00002972646,0.6132424,0.00004656429,0.00007709389,0.000247678],"genre_scores_gemma":[0.08628923,0.000001272941,0.0003354468,0.00002067421,0.00006841127,0.9119838,0.000001365829,0.00005838436,0.001241434],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3000356,"threshold_uncertainty_score":0.8246756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08304356459253098,"score_gpt":0.4289210250596791,"score_spread":0.3458774604671481,"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."}}