{"id":"W4285819585","doi":"10.1007/978-3-319-52636-2_32","title":"Principles of Protocol Development","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Protocol (science); Checklist; Harmonization; Clinical trial; Declaration of Helsinki; Declaration; Inclusion (mineral); Medical physics; Consolidated Standards of Reporting Trials; Medicine; Research design; Alternative medicine; Medical education; Engineering ethics; Political science; Psychology; Informed consent; Engineering; Pathology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.08302184,0.001426784,0.001250918,0.003540632,0.004106426,0.01193197,0.004551358,0.007591371,0.03185827],"category_scores_gemma":[0.1163163,0.00217969,0.001597065,0.002298993,0.01687482,0.006990013,0.004663832,0.01362267,0.02614134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005843143,"about_ca_system_score_gemma":0.01915049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0048672,"about_ca_topic_score_gemma":0.005839435,"domain_scores_codex":[0.9312751,0.04737296,0.004425955,0.00276195,0.01291712,0.001246947],"domain_scores_gemma":[0.8998625,0.0807173,0.001705953,0.008199875,0.008445721,0.001068617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001295986,0.00002311774,0.00007553249,0.0002849017,0.00001464735,0.00005720897,0.001710147,0.0003166648,0.00009652437,0.8876263,0.06910839,0.04067353],"study_design_scores_gemma":[0.00002638212,0.00002133275,0.0001203628,0.001332726,0.00001647337,0.0002427297,0.0004735227,0.0006512589,0.0002561765,0.4891369,0.5076915,0.00003058469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004034908,0.004787678,0.5432378,0.02811551,0.002040915,0.003990567,0.0007532021,0.0007752031,0.4158957],"genre_scores_gemma":[0.02679456,0.007540474,0.7181389,0.02060297,0.001612929,0.01796006,0.0008051668,0.0008195179,0.2057254],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08302184,"threshold_uncertainty_score":0.4390667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2159263407055164,"score_gpt":0.4162323071924491,"score_spread":0.2003059664869327,"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."}}